sub-015, ses-MMN, task-MMN

Raw (original) data-quality raw run-None

Info raw run-None data-quality

	General
	Filename(s)	sub-015_ses-MMN_task-MMN_eeg.fdt
	MNE object type	RawEEGLAB
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Duration	00:10:02 (HH:MM:SS)
	Sampling frequency	1024.00 Hz
	Time points	616,448
	Channels
	EEG	and
	EOG
	Head & sensor digitization	33 points
	Filters
	Highpass	0.00 Hz
	Lowpass	512.00 Hz

Time series raw run-None data-quality

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PSD raw run-None data-quality

Raw (filtered) filtered raw run-None

Info raw run-None filtered

	General
	Filename(s)	sub-015_ses-MMN_task-MMN_eeg.fdt
	MNE object type	RawEEGLAB
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Duration	00:10:02 (HH:MM:SS)
	Sampling frequency	128.00 Hz
	Time points	77,056
	Channels
	EEG	and
	EOG
	Head & sensor digitization	33 points
	Filters
	Highpass	0.10 Hz
	Lowpass	64.00 Hz

Time series raw run-None filtered

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PSD raw run-None filtered

ICA: epochs for fitting epochs ica

Info ica epochs

	General
	MNE object type	Epochs
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Total number of events	985
	Events counts	stimulus/deviant: 200 stimulus/standard: 785
	Time range	-0.203 – 0.797 s
	Baseline	off
	Sampling frequency	128.00 Hz
	Time points	129
	Channels
	EEG	and
	EOG
	Head & sensor digitization	33 points
	Filters
	Highpass	1.00 Hz
	Lowpass	64.00 Hz

Metadata ica epochs

Epoch #	event_name	stimulus/deviant	stimulus/standard
0	stimulus/standard	0.547	0.000
1	stimulus/deviant	0.000	0.625
2	stimulus/standard		0.000
3	stimulus/standard		0.000
4	stimulus/standard		0.000
5	stimulus/standard		0.000
6	stimulus/standard		0.000
7	stimulus/standard	0.602	0.000
8	stimulus/deviant	0.000	0.594
9	stimulus/standard	0.609	0.000
10	stimulus/deviant	0.000	0.562
11	stimulus/standard		0.000
12	stimulus/standard		0.000
13	stimulus/standard	0.617	0.000
14	stimulus/deviant	0.000	0.578
15	stimulus/standard		0.000
16	stimulus/standard	0.547	0.000
17	stimulus/deviant	0.000	0.586
18	stimulus/standard		0.000
19	stimulus/standard	0.562	0.000
20	stimulus/deviant	0.000	0.562
21	stimulus/standard		0.000
22	stimulus/standard	0.617	0.000
23	stimulus/deviant	0.000	0.586
24	stimulus/standard		0.000
25	stimulus/standard	0.625	0.000
26	stimulus/deviant	0.000	0.586
27	stimulus/standard	0.594	0.000
28	stimulus/deviant	0.000	0.555
29	stimulus/standard	0.578	0.000
30	stimulus/deviant	0.000	0.586
31	stimulus/standard		0.000
32	stimulus/standard		0.000
33	stimulus/standard	0.602	0.000
34	stimulus/deviant	0.000	0.586
35	stimulus/standard		0.000
36	stimulus/standard		0.000
37	stimulus/standard	0.578	0.000
38	stimulus/deviant	0.000	0.586
39	stimulus/standard		0.000
40	stimulus/standard		0.000
41	stimulus/standard	0.562	0.000
42	stimulus/deviant	0.000	0.625
43	stimulus/standard		0.000
44	stimulus/standard		0.000
45	stimulus/standard		0.000
46	stimulus/standard		0.000
47	stimulus/standard		0.000
48	stimulus/standard		0.000
49	stimulus/standard		0.000
50	stimulus/standard		0.000
51	stimulus/standard		0.000
52	stimulus/standard		0.000
53	stimulus/standard		0.000
54	stimulus/standard		0.000
55	stimulus/standard	0.625	0.000
56	stimulus/deviant	0.000	0.570
57	stimulus/standard	0.625	0.000
58	stimulus/deviant	0.000	0.523
59	stimulus/standard		0.000
60	stimulus/standard		0.000
61	stimulus/standard		0.000
62	stimulus/standard		0.000
63	stimulus/standard		0.000
64	stimulus/standard		0.000
65	stimulus/standard		0.000
66	stimulus/standard		0.000
67	stimulus/standard		0.000
68	stimulus/standard		0.000
69	stimulus/standard		0.000
70	stimulus/standard		0.000
71	stimulus/standard	0.547	0.000
72	stimulus/deviant	0.000	0.547
73	stimulus/standard		0.000
74	stimulus/standard	0.578	0.000
75	stimulus/deviant	0.000	0.547
76	stimulus/standard	0.609	0.000
77	stimulus/deviant	0.000	0.594
78	stimulus/standard		0.000
79	stimulus/standard		0.000
80	stimulus/standard		0.000
81	stimulus/standard	0.570	0.000
82	stimulus/deviant	0.000	0.531
83	stimulus/standard		0.000
84	stimulus/standard		0.000
85	stimulus/standard	0.594	0.000
86	stimulus/deviant	0.000	0.570
87	stimulus/standard	0.539	0.000
88	stimulus/deviant	0.000	0.617
89	stimulus/standard		0.000
90	stimulus/standard	0.609	0.000
91	stimulus/deviant	0.000	0.562
92	stimulus/standard		0.000
93	stimulus/standard		0.000
94	stimulus/standard	0.609	0.000
95	stimulus/deviant	0.000	0.617
96	stimulus/standard		0.000
97	stimulus/standard		0.000
98	stimulus/standard		0.000
99	stimulus/standard		0.000
100	stimulus/standard		0.000
101	stimulus/standard		0.000
102	stimulus/standard		0.000
103	stimulus/standard		0.000
104	stimulus/standard		0.000
105	stimulus/standard		0.000
106	stimulus/standard	0.555	0.000
107	stimulus/deviant	0.000	0.586
108	stimulus/standard	0.617	0.000
109	stimulus/deviant	0.000	0.602
110	stimulus/standard		0.000
111	stimulus/standard		0.000
112	stimulus/standard	0.602	0.000
113	stimulus/deviant	0.000	0.586
114	stimulus/standard		0.000
115	stimulus/standard		0.000
116	stimulus/standard		0.000
117	stimulus/standard		0.000
118	stimulus/standard		0.000
119	stimulus/standard		0.000
120	stimulus/standard	0.625	0.000
121	stimulus/deviant	0.000	0.609
122	stimulus/standard	0.625	0.000
123	stimulus/deviant	0.000	0.578
124	stimulus/standard		0.000
125	stimulus/standard		0.000
126	stimulus/standard		0.000
127	stimulus/standard		0.000
128	stimulus/standard		0.000
129	stimulus/standard		0.000
130	stimulus/standard		0.000
131	stimulus/standard		0.000
132	stimulus/standard	0.547	0.000
133	stimulus/deviant	0.000	0.594
134	stimulus/standard		0.000
135	stimulus/standard		0.000
136	stimulus/standard		0.000
137	stimulus/standard		0.000
138	stimulus/standard		0.000
139	stimulus/standard	0.602	0.000
140	stimulus/deviant	0.000	0.625
141	stimulus/standard	0.594	0.000
142	stimulus/deviant	0.000	0.641
143	stimulus/standard	0.625	0.000
144	stimulus/deviant	0.000	0.539
145	stimulus/standard		0.000
146	stimulus/standard		0.000
147	stimulus/standard		0.000
148	stimulus/standard		0.000
149	stimulus/standard		0.000
150	stimulus/standard		0.000
151	stimulus/standard		0.000
152	stimulus/standard		0.000
153	stimulus/standard		0.000
154	stimulus/standard		0.000
155	stimulus/standard		0.000
156	stimulus/standard	0.578	0.000
157	stimulus/deviant	0.000	0.594
158	stimulus/standard		0.000
159	stimulus/standard		0.000
160	stimulus/standard		0.000
161	stimulus/standard		0.000
162	stimulus/standard		0.000
163	stimulus/standard	0.555	0.000
164	stimulus/deviant	0.000	0.562
165	stimulus/standard		0.000
166	stimulus/standard		0.000
167	stimulus/standard		0.000
168	stimulus/standard		0.000
169	stimulus/standard	0.555	0.000
170	stimulus/deviant	0.000	0.625
171	stimulus/standard		0.000
172	stimulus/standard		0.000
173	stimulus/standard		0.000
174	stimulus/standard	0.633	0.000
175	stimulus/deviant	0.000	0.578
176	stimulus/standard	0.586	0.000
177	stimulus/deviant	0.000	0.562
178	stimulus/standard		0.000
179	stimulus/standard	0.562	0.000
180	stimulus/deviant	0.000	0.578
181	stimulus/standard		0.000
182	stimulus/standard		0.000
183	stimulus/standard		0.000
184	stimulus/standard		0.000
185	stimulus/standard		0.000
186	stimulus/standard		0.000
187	stimulus/standard		0.000
188	stimulus/standard		0.000
189	stimulus/standard		0.000
190	stimulus/standard	0.578	0.000
191	stimulus/deviant	0.000	0.531
192	stimulus/standard		0.000
193	stimulus/standard		0.000
194	stimulus/standard	0.555	0.000
195	stimulus/deviant	0.000	0.578
196	stimulus/standard		0.000
197	stimulus/standard		0.000
198	stimulus/standard	0.555	0.000
199	stimulus/deviant	0.000	0.633
200	stimulus/standard	0.586	0.000
201	stimulus/deviant	0.000	0.555
202	stimulus/standard	0.641	0.000
203	stimulus/deviant	0.000	0.562
204	stimulus/standard		0.000
205	stimulus/standard		0.000
206	stimulus/standard		0.000
207	stimulus/standard	0.633	0.000
208	stimulus/deviant	0.000	0.602
209	stimulus/standard		0.000
210	stimulus/standard		0.000
211	stimulus/standard		0.000
212	stimulus/standard	0.578	0.000
213	stimulus/deviant	0.000	0.562
214	stimulus/standard		0.000
215	stimulus/standard		0.000
216	stimulus/standard	0.617	0.000
217	stimulus/deviant	0.000	0.586
218	stimulus/standard	0.539	0.000
219	stimulus/deviant	0.000	0.562
220	stimulus/standard		0.000
221	stimulus/standard	0.625	0.000
222	stimulus/deviant	0.000	0.570
223	stimulus/standard		0.000
224	stimulus/standard		0.000
225	stimulus/standard	0.625	0.000
226	stimulus/deviant	0.000	0.617
227	stimulus/standard		0.000
228	stimulus/standard		0.000
229	stimulus/standard		0.000
230	stimulus/standard		0.000
231	stimulus/standard		0.000
232	stimulus/standard		0.000
233	stimulus/standard	0.578	0.000
234	stimulus/deviant	0.000	0.625
235	stimulus/standard		0.000
236	stimulus/standard		0.000
237	stimulus/standard	0.539	0.000
238	stimulus/deviant	0.000	0.594
239	stimulus/standard		0.000
240	stimulus/standard		0.000
241	stimulus/standard		0.000
242	stimulus/standard	0.633	0.000
243	stimulus/deviant	0.000	0.633
244	stimulus/standard		0.000
245	stimulus/standard		0.000
246	stimulus/standard		0.000
247	stimulus/standard		0.000
248	stimulus/standard		0.000
249	stimulus/standard	0.547	0.000
250	stimulus/deviant	0.000	0.555
251	stimulus/standard	0.562	0.000
252	stimulus/deviant	0.000	0.578
253	stimulus/standard		0.000
254	stimulus/standard		0.000
255	stimulus/standard		0.000
256	stimulus/standard		0.000
257	stimulus/standard		0.000
258	stimulus/standard		0.000
259	stimulus/standard		0.000
260	stimulus/standard		0.000
261	stimulus/standard		0.000
262	stimulus/standard		0.000
263	stimulus/standard		0.000
264	stimulus/standard		0.000
265	stimulus/standard	0.531	0.000
266	stimulus/deviant	0.000	0.547
267	stimulus/standard		0.000
268	stimulus/standard		0.000
269	stimulus/standard		0.000
270	stimulus/standard		0.000
271	stimulus/standard	0.609	0.000
272	stimulus/deviant	0.000	0.586
273	stimulus/standard		0.000
274	stimulus/standard	0.594	0.000
275	stimulus/deviant	0.000	0.531
276	stimulus/standard		0.000
277	stimulus/standard	0.547	0.000
278	stimulus/deviant	0.000	0.570
279	stimulus/standard		0.000
280	stimulus/standard	0.562	0.000
281	stimulus/deviant	0.000	0.594
282	stimulus/standard		0.000
283	stimulus/standard		0.000
284	stimulus/standard		0.000
285	stimulus/standard		0.000
286	stimulus/standard		0.000
287	stimulus/standard		0.000
288	stimulus/standard		0.000
289	stimulus/standard		0.000
290	stimulus/standard		0.000
291	stimulus/standard	0.594	0.000
292	stimulus/deviant	0.000	0.555
293	stimulus/standard		0.000
294	stimulus/standard		0.000
295	stimulus/standard		0.000
296	stimulus/standard		0.000
297	stimulus/standard		0.000
298	stimulus/standard		0.000
299	stimulus/standard		0.000
300	stimulus/standard		0.000
301	stimulus/standard		0.000
302	stimulus/standard		0.000
303	stimulus/standard		0.000
304	stimulus/standard		0.000
305	stimulus/standard		0.000
306	stimulus/standard		0.000
307	stimulus/standard		0.000
308	stimulus/standard		0.000
309	stimulus/standard		0.000
310	stimulus/standard		0.000
311	stimulus/standard		0.000
312	stimulus/standard		0.000
313	stimulus/standard	0.625	0.000
314	stimulus/deviant	0.000	0.602
315	stimulus/standard		0.000
316	stimulus/standard		0.000
317	stimulus/standard		0.000
318	stimulus/standard		0.000
319	stimulus/standard	0.625	0.000
320	stimulus/deviant	0.000	0.570
321	stimulus/standard		0.000
322	stimulus/standard		0.000
323	stimulus/standard	0.602	0.000
324	stimulus/deviant	0.000	0.539
325	stimulus/standard	0.602	0.000
326	stimulus/deviant	0.000	0.586
327	stimulus/standard		0.000
328	stimulus/standard		0.000
329	stimulus/standard		0.000
330	stimulus/standard		0.000
331	stimulus/standard		0.000
332	stimulus/standard		0.000
333	stimulus/standard		0.000
334	stimulus/standard		0.000
335	stimulus/standard	0.586	0.000
336	stimulus/deviant	0.000	0.586
337	stimulus/standard	0.570	0.000
338	stimulus/deviant	0.000	0.617
339	stimulus/standard		0.000
340	stimulus/standard		0.000
341	stimulus/standard		0.000
342	stimulus/standard		0.000
343	stimulus/standard		0.000
344	stimulus/standard	0.641	0.000
345	stimulus/deviant	0.000	0.609
346	stimulus/standard		0.000
347	stimulus/standard		0.000
348	stimulus/standard		0.000
349	stimulus/standard		0.000
350	stimulus/standard		0.000
351	stimulus/standard		0.000
352	stimulus/standard		0.000
353	stimulus/standard	0.602	0.000
354	stimulus/deviant	0.000	0.586
355	stimulus/standard		0.000
356	stimulus/standard	0.570	0.000
357	stimulus/deviant	0.000	0.547
358	stimulus/standard		0.000
359	stimulus/standard		0.000
360	stimulus/standard		0.000
361	stimulus/standard	0.609	0.000
362	stimulus/deviant	0.000	0.617
363	stimulus/standard		0.000
364	stimulus/standard		0.000
365	stimulus/standard		0.000
366	stimulus/standard	0.562	0.000
367	stimulus/deviant	0.000	0.625
368	stimulus/standard		0.000
369	stimulus/standard		0.000
370	stimulus/standard		0.000
371	stimulus/standard	0.547	0.000
372	stimulus/deviant	0.000	0.633
373	stimulus/standard		0.000
374	stimulus/standard		0.000
375	stimulus/standard		0.000
376	stimulus/standard		0.000
377	stimulus/standard	0.609	0.000
378	stimulus/deviant	0.000	0.594
379	stimulus/standard		0.000
380	stimulus/standard		0.000
381	stimulus/standard	0.578	0.000
382	stimulus/deviant	0.000	0.555
383	stimulus/standard	0.641	0.000
384	stimulus/deviant	0.000	0.617
385	stimulus/standard		0.000
386	stimulus/standard	0.578	0.000
387	stimulus/deviant	0.000	0.602
388	stimulus/standard		0.000
389	stimulus/standard	0.609	0.000
390	stimulus/deviant	0.000	0.547
391	stimulus/standard		0.000
392	stimulus/standard	0.555	0.000
393	stimulus/deviant	0.000	0.594
394	stimulus/standard		0.000
395	stimulus/standard	0.602	0.000
396	stimulus/deviant	0.000	0.609
397	stimulus/standard		0.000
398	stimulus/standard		0.000
399	stimulus/standard		0.000
400	stimulus/standard		0.000
401	stimulus/standard		0.000
402	stimulus/standard		0.000
403	stimulus/standard	0.633	0.000
404	stimulus/deviant	0.000	0.609
405	stimulus/standard		0.000
406	stimulus/standard	0.555	0.000
407	stimulus/deviant	0.000	0.602
408	stimulus/standard		0.000
409	stimulus/standard		0.000
410	stimulus/standard		0.000
411	stimulus/standard	0.641	0.000
412	stimulus/deviant	0.000	0.531
413	stimulus/standard		0.000
414	stimulus/standard		0.000
415	stimulus/standard		0.000
416	stimulus/standard		0.000
417	stimulus/standard		0.000
418	stimulus/standard	0.539	0.000
419	stimulus/deviant	0.000	0.547
420	stimulus/standard		0.000
421	stimulus/standard		0.000
422	stimulus/standard	0.586	0.000
423	stimulus/deviant	0.000	0.586
424	stimulus/standard	0.602	0.000
425	stimulus/deviant	0.000	0.547
426	stimulus/standard		0.000
427	stimulus/standard		0.000
428	stimulus/standard		0.000
429	stimulus/standard		0.000
430	stimulus/standard	0.625	0.000
431	stimulus/deviant	0.000	0.625
432	stimulus/standard	0.555	0.000
433	stimulus/deviant	0.000	0.609
434	stimulus/standard	0.586	0.000
435	stimulus/deviant	0.000	0.609
436	stimulus/standard		0.000
437	stimulus/standard		0.000
438	stimulus/standard		0.000
439	stimulus/standard	0.562	0.000
440	stimulus/deviant	0.000	0.570
441	stimulus/standard		0.000
442	stimulus/standard	0.641	0.000
443	stimulus/deviant	0.000	0.555
444	stimulus/standard	0.578	0.000
445	stimulus/deviant	0.000	0.547
446	stimulus/standard		0.000
447	stimulus/standard		0.000
448	stimulus/standard		0.000
449	stimulus/standard		0.000
450	stimulus/standard		0.000
451	stimulus/standard		0.000
452	stimulus/standard		0.000
453	stimulus/standard		0.000
454	stimulus/standard		0.000
455	stimulus/standard		0.000
456	stimulus/standard		0.000
457	stimulus/standard	0.625	0.000
458	stimulus/deviant	0.000	0.625
459	stimulus/standard		0.000
460	stimulus/standard		0.000
461	stimulus/standard		0.000
462	stimulus/standard		0.000
463	stimulus/standard		0.000
464	stimulus/standard		0.000
465	stimulus/standard		0.000
466	stimulus/standard		0.000
467	stimulus/standard		0.000
468	stimulus/standard	0.555	0.000
469	stimulus/deviant	0.000	0.602
470	stimulus/standard	0.609	0.000
471	stimulus/deviant	0.000	0.562
472	stimulus/standard	0.594	0.000
473	stimulus/deviant	0.000	0.633
474	stimulus/standard		0.000
475	stimulus/standard	0.539	0.000
476	stimulus/deviant	0.000	0.617
477	stimulus/standard	0.539	0.000
478	stimulus/deviant	0.000	0.547
479	stimulus/standard	0.609	0.000
480	stimulus/deviant	0.000	0.602
481	stimulus/standard	0.570	0.000
482	stimulus/deviant	0.000	0.547
483	stimulus/standard		0.000
484	stimulus/standard		0.000
485	stimulus/standard		0.000
486	stimulus/standard	0.602	0.000
487	stimulus/deviant	0.000	0.625
488	stimulus/standard		0.000
489	stimulus/standard		0.000
490	stimulus/standard		0.000
491	stimulus/standard		0.000
492	stimulus/standard		0.000
493	stimulus/standard		0.000
494	stimulus/standard	0.594	0.000
495	stimulus/deviant	0.000	0.555
496	stimulus/standard	0.648	0.000
497	stimulus/deviant	0.000	0.602
498	stimulus/standard		0.000
499	stimulus/standard	0.562	0.000
500	stimulus/deviant	0.000	0.586
501	stimulus/standard		0.000
502	stimulus/standard		0.000
503	stimulus/standard	0.562	0.000
504	stimulus/deviant	0.000	0.633
505	stimulus/standard		0.000
506	stimulus/standard		0.000
507	stimulus/standard		0.000
508	stimulus/standard		0.000
509	stimulus/standard		0.000
510	stimulus/standard	0.586	0.000
511	stimulus/deviant	0.000	0.617
512	stimulus/standard		0.000
513	stimulus/standard	0.602	0.000
514	stimulus/deviant	0.000	0.570
515	stimulus/standard		0.000
516	stimulus/standard	0.617	0.000
517	stimulus/deviant	0.000	0.570
518	stimulus/standard		0.000
519	stimulus/standard		0.000
520	stimulus/standard		0.000
521	stimulus/standard		0.000
522	stimulus/standard		0.000
523	stimulus/standard	0.609	0.000
524	stimulus/deviant	0.000	0.617
525	stimulus/standard	0.547	0.000
526	stimulus/deviant	0.000	0.586
527	stimulus/standard	0.609	0.000
528	stimulus/deviant	0.000	0.570
529	stimulus/standard		0.000
530	stimulus/standard	0.555	0.000
531	stimulus/deviant	0.000	0.609
532	stimulus/standard		0.000
533	stimulus/standard		0.000
534	stimulus/standard		0.000
535	stimulus/standard	0.625	0.000
536	stimulus/deviant	0.000	0.578
537	stimulus/standard		0.000
538	stimulus/standard		0.000
539	stimulus/standard	0.617	0.000
540	stimulus/deviant	0.000	0.547
541	stimulus/standard		0.000
542	stimulus/standard		0.000
543	stimulus/standard	0.547	0.000
544	stimulus/deviant	0.000	0.555
545	stimulus/standard		0.000
546	stimulus/standard		0.000
547	stimulus/standard		0.000
548	stimulus/standard		0.000
549	stimulus/standard		0.000
550	stimulus/standard		0.000
551	stimulus/standard		0.000
552	stimulus/standard		0.000
553	stimulus/standard		0.000
554	stimulus/standard		0.000
555	stimulus/standard	0.562	0.000
556	stimulus/deviant	0.000	0.586
557	stimulus/standard		0.000
558	stimulus/standard		0.000
559	stimulus/standard		0.000
560	stimulus/standard		0.000
561	stimulus/standard	0.594	0.000
562	stimulus/deviant	0.000	0.602
563	stimulus/standard		0.000
564	stimulus/standard	0.641	0.000
565	stimulus/deviant	0.000	0.594
566	stimulus/standard		0.000
567	stimulus/standard		0.000
568	stimulus/standard		0.000
569	stimulus/standard		0.000
570	stimulus/standard	0.617	0.000
571	stimulus/deviant	0.000	0.617
572	stimulus/standard		0.000
573	stimulus/standard		0.000
574	stimulus/standard		0.000
575	stimulus/standard		0.000
576	stimulus/standard		0.000
577	stimulus/standard	0.578	0.000
578	stimulus/deviant	0.000	0.586
579	stimulus/standard		0.000
580	stimulus/standard		0.000
581	stimulus/standard		0.000
582	stimulus/standard	0.570	0.000
583	stimulus/deviant	0.000	0.578
584	stimulus/standard	0.625	0.000
585	stimulus/deviant	0.000	0.602
586	stimulus/standard		0.000
587	stimulus/standard	0.609	0.000
588	stimulus/deviant	0.000	0.625
589	stimulus/standard		0.000
590	stimulus/standard		0.000
591	stimulus/standard		0.000
592	stimulus/standard		0.000
593	stimulus/standard		0.000
594	stimulus/standard		0.000
595	stimulus/standard		0.000
596	stimulus/standard		0.000
597	stimulus/standard		0.000
598	stimulus/standard		0.000
599	stimulus/standard		0.000
600	stimulus/standard		0.000
601	stimulus/standard	0.578	0.000
602	stimulus/deviant	0.000	0.641
603	stimulus/standard	0.609	0.000
604	stimulus/deviant	0.000	0.570
605	stimulus/standard		0.000
606	stimulus/standard		0.000
607	stimulus/standard		0.000
608	stimulus/standard		0.000
609	stimulus/standard		0.000
610	stimulus/standard		0.000
611	stimulus/standard		0.000
612	stimulus/standard		0.000
613	stimulus/standard		0.000
614	stimulus/standard		0.000
615	stimulus/standard		0.000
616	stimulus/standard		0.000
617	stimulus/standard	0.609	0.000
618	stimulus/deviant	0.000	0.602
619	stimulus/standard		0.000
620	stimulus/standard		0.000
621	stimulus/standard	0.633	0.000
622	stimulus/deviant	0.000	0.609
623	stimulus/standard		0.000
624	stimulus/standard		0.000
625	stimulus/standard	0.562	0.000
626	stimulus/deviant	0.000	0.562
627	stimulus/standard		0.000
628	stimulus/standard	0.547	0.000
629	stimulus/deviant	0.000	0.586
630	stimulus/standard		0.000
631	stimulus/standard		0.000
632	stimulus/standard		0.000
633	stimulus/standard		0.000
634	stimulus/standard		0.000
635	stimulus/standard		0.000
636	stimulus/standard		0.000
637	stimulus/standard		0.000
638	stimulus/standard	0.609	0.000
639	stimulus/deviant	0.000	0.562
640	stimulus/standard		0.000
641	stimulus/standard	0.586	0.000
642	stimulus/deviant	0.000	0.570
643	stimulus/standard		0.000
644	stimulus/standard		0.000
645	stimulus/standard	0.547	0.000
646	stimulus/deviant	0.000	0.586
647	stimulus/standard		0.000
648	stimulus/standard		0.000
649	stimulus/standard		0.000
650	stimulus/standard	0.570	0.000
651	stimulus/deviant	0.000	0.594
652	stimulus/standard		0.000
653	stimulus/standard	0.555	0.000
654	stimulus/deviant	0.000	0.547
655	stimulus/standard		0.000
656	stimulus/standard		0.000
657	stimulus/standard		0.000
658	stimulus/standard		0.000
659	stimulus/standard		0.000
660	stimulus/standard	0.555	0.000
661	stimulus/deviant	0.000	0.602
662	stimulus/standard	0.594	0.000
663	stimulus/deviant	0.000	0.625
664	stimulus/standard	0.594	0.000
665	stimulus/deviant	0.000	0.555
666	stimulus/standard		0.000
667	stimulus/standard		0.000
668	stimulus/standard		0.000
669	stimulus/standard		0.000
670	stimulus/standard		0.000
671	stimulus/standard	0.578	0.000
672	stimulus/deviant	0.000	0.555
673	stimulus/standard		0.000
674	stimulus/standard	0.617	0.000
675	stimulus/deviant	0.000	0.625
676	stimulus/standard		0.000
677	stimulus/standard	0.555	0.000
678	stimulus/deviant	0.000	0.602
679	stimulus/standard	0.594	0.000
680	stimulus/deviant	0.000	0.586
681	stimulus/standard		0.000
682	stimulus/standard		0.000
683	stimulus/standard	0.578	0.000
684	stimulus/deviant	0.000	0.602
685	stimulus/standard		0.000
686	stimulus/standard	0.570	0.000
687	stimulus/deviant	0.000	0.578
688	stimulus/standard	0.578	0.000
689	stimulus/deviant	0.000	0.555
690	stimulus/standard		0.000
691	stimulus/standard		0.000
692	stimulus/standard	0.633	0.000
693	stimulus/deviant	0.000	0.570
694	stimulus/standard	0.594	0.000
695	stimulus/deviant	0.000	0.602
696	stimulus/standard		0.000
697	stimulus/standard		0.000
698	stimulus/standard		0.000
699	stimulus/standard		0.000
700	stimulus/standard		0.000
701	stimulus/standard		0.000
702	stimulus/standard		0.000
703	stimulus/standard		0.000
704	stimulus/standard		0.000
705	stimulus/standard	0.617	0.000
706	stimulus/deviant	0.000	0.586
707	stimulus/standard		0.000
708	stimulus/standard		0.000
709	stimulus/standard	0.586	0.000
710	stimulus/deviant	0.000	0.570
711	stimulus/standard		0.000
712	stimulus/standard	0.578	0.000
713	stimulus/deviant	0.000	0.617
714	stimulus/standard		0.000
715	stimulus/standard	0.594	0.000
716	stimulus/deviant	0.000	0.539
717	stimulus/standard		0.000
718	stimulus/standard		0.000
719	stimulus/standard		0.000
720	stimulus/standard	0.555	0.000
721	stimulus/deviant	0.000	0.594
722	stimulus/standard	0.609	0.000
723	stimulus/deviant	0.000	0.617
724	stimulus/standard		0.000
725	stimulus/standard		0.000
726	stimulus/standard		0.000
727	stimulus/standard		0.000
728	stimulus/standard		0.000
729	stimulus/standard		0.000
730	stimulus/standard	0.555	0.000
731	stimulus/deviant	0.000	0.570
732	stimulus/standard	0.633	0.000
733	stimulus/deviant	0.000	0.586
734	stimulus/standard	0.602	0.000
735	stimulus/deviant	0.000	0.570
736	stimulus/standard	0.602	0.000
737	stimulus/deviant	0.000	0.539
738	stimulus/standard		0.000
739	stimulus/standard		0.000
740	stimulus/standard	0.555	0.000
741	stimulus/deviant	0.000	0.609
742	stimulus/standard		0.000
743	stimulus/standard		0.000
744	stimulus/standard		0.000
745	stimulus/standard		0.000
746	stimulus/standard		0.000
747	stimulus/standard		0.000
748	stimulus/standard	0.586	0.000
749	stimulus/deviant	0.000	0.562
750	stimulus/standard		0.000
751	stimulus/standard		0.000
752	stimulus/standard		0.000
753	stimulus/standard		0.000
754	stimulus/standard		0.000
755	stimulus/standard		0.000
756	stimulus/standard		0.000
757	stimulus/standard		0.000
758	stimulus/standard	0.578	0.000
759	stimulus/deviant	0.000	0.594
760	stimulus/standard		0.000
761	stimulus/standard		0.000
762	stimulus/standard		0.000
763	stimulus/standard	0.594	0.000
764	stimulus/deviant	0.000	0.555
765	stimulus/standard	0.562	0.000
766	stimulus/deviant	0.000	0.633
767	stimulus/standard		0.000
768	stimulus/standard	0.609	0.000
769	stimulus/deviant	0.000	0.633
770	stimulus/standard		0.000
771	stimulus/standard		0.000
772	stimulus/standard	0.539	0.000
773	stimulus/deviant	0.000	0.555
774	stimulus/standard		0.000
775	stimulus/standard		0.000
776	stimulus/standard	0.570	0.000
777	stimulus/deviant	0.000	0.602
778	stimulus/standard		0.000
779	stimulus/standard		0.000
780	stimulus/standard		0.000
781	stimulus/standard		0.000
782	stimulus/standard		0.000
783	stimulus/standard		0.000
784	stimulus/standard		0.000
785	stimulus/standard	0.586	0.000
786	stimulus/deviant	0.000	0.617
787	stimulus/standard		0.000
788	stimulus/standard		0.000
789	stimulus/standard		0.000
790	stimulus/standard		0.000
791	stimulus/standard		0.000
792	stimulus/standard		0.000
793	stimulus/standard		0.000
794	stimulus/standard		0.000
795	stimulus/standard		0.000
796	stimulus/standard	0.625	0.000
797	stimulus/deviant	0.000	0.578
798	stimulus/standard		0.000
799	stimulus/standard	0.562	0.000
800	stimulus/deviant	0.000	0.570
801	stimulus/standard		0.000
802	stimulus/standard		0.000
803	stimulus/standard		0.000
804	stimulus/standard		0.000
805	stimulus/standard	0.586	0.000
806	stimulus/deviant	0.000	0.555
807	stimulus/standard	0.570	0.000
808	stimulus/deviant	0.000	0.602
809	stimulus/standard	0.586	0.000
810	stimulus/deviant	0.000	0.609
811	stimulus/standard		0.000
812	stimulus/standard		0.000
813	stimulus/standard		0.000
814	stimulus/standard		0.000
815	stimulus/standard		0.000
816	stimulus/standard		0.000
817	stimulus/standard		0.000
818	stimulus/standard		0.000
819	stimulus/standard		0.000
820	stimulus/standard		0.000
821	stimulus/standard		0.000
822	stimulus/standard	0.617	0.000
823	stimulus/deviant	0.000	0.586
824	stimulus/standard		0.000
825	stimulus/standard		0.000
826	stimulus/standard		0.000
827	stimulus/standard	0.578	0.000
828	stimulus/deviant	0.000	0.547
829	stimulus/standard		0.000
830	stimulus/standard		0.000
831	stimulus/standard		0.000
832	stimulus/standard		0.000
833	stimulus/standard		0.000
834	stimulus/standard	0.609	0.000
835	stimulus/deviant	0.000	0.555
836	stimulus/standard		0.000
837	stimulus/standard	0.555	0.000
838	stimulus/deviant	0.000	0.562
839	stimulus/standard		0.000
840	stimulus/standard	0.555	0.000
841	stimulus/deviant	0.000	0.633
842	stimulus/standard		0.000
843	stimulus/standard		0.000
844	stimulus/standard		0.000
845	stimulus/standard	0.578	0.000
846	stimulus/deviant	0.000	0.562
847	stimulus/standard		0.000
848	stimulus/standard	0.633	0.000
849	stimulus/deviant	0.000	0.562
850	stimulus/standard		0.000
851	stimulus/standard		0.000
852	stimulus/standard		0.000
853	stimulus/standard	0.531	0.000
854	stimulus/deviant	0.000	0.547
855	stimulus/standard		0.000
856	stimulus/standard	0.648	0.000
857	stimulus/deviant	0.000	0.555
858	stimulus/standard		0.000
859	stimulus/standard	0.648	0.000
860	stimulus/deviant	0.000	0.562
861	stimulus/standard		0.000
862	stimulus/standard		0.000
863	stimulus/standard		0.000
864	stimulus/standard	0.562	0.000
865	stimulus/deviant	0.000	0.609
866	stimulus/standard		0.000
867	stimulus/standard		0.000
868	stimulus/standard		0.000
869	stimulus/standard		0.000
870	stimulus/standard	0.633	0.000
871	stimulus/deviant	0.000	0.586
872	stimulus/standard		0.000
873	stimulus/standard		0.000
874	stimulus/standard		0.000
875	stimulus/standard		0.000
876	stimulus/standard		0.000
877	stimulus/standard		0.000
878	stimulus/standard		0.000
879	stimulus/standard		0.000
880	stimulus/standard	0.633	0.000
881	stimulus/deviant	0.000	0.609
882	stimulus/standard		0.000
883	stimulus/standard		0.000
884	stimulus/standard		0.000
885	stimulus/standard		0.000
886	stimulus/standard	0.586	0.000
887	stimulus/deviant	0.000	0.547
888	stimulus/standard		0.000
889	stimulus/standard		0.000
890	stimulus/standard		0.000
891	stimulus/standard	0.602	0.000
892	stimulus/deviant	0.000	0.586
893	stimulus/standard		0.000
894	stimulus/standard		0.000
895	stimulus/standard	0.586	0.000
896	stimulus/deviant	0.000	0.578
897	stimulus/standard		0.000
898	stimulus/standard		0.000
899	stimulus/standard		0.000
900	stimulus/standard		0.000
901	stimulus/standard		0.000
902	stimulus/standard		0.000
903	stimulus/standard		0.000
904	stimulus/standard		0.000
905	stimulus/standard		0.000
906	stimulus/standard		0.000
907	stimulus/standard	0.547	0.000
908	stimulus/deviant	0.000	0.547
909	stimulus/standard		0.000
910	stimulus/standard	0.555	0.000
911	stimulus/deviant	0.000	0.602
912	stimulus/standard		0.000
913	stimulus/standard		0.000
914	stimulus/standard	0.578	0.000
915	stimulus/deviant	0.000	0.570
916	stimulus/standard	0.602	0.000
917	stimulus/deviant	0.000	0.570
918	stimulus/standard		0.000
919	stimulus/standard		0.000
920	stimulus/standard		0.000
921	stimulus/standard		0.000
922	stimulus/standard		0.000
923	stimulus/standard		0.000
924	stimulus/standard		0.000
925	stimulus/standard		0.000
926	stimulus/standard		0.000
927	stimulus/standard		0.000
928	stimulus/standard	0.633	0.000
929	stimulus/deviant	0.000	0.586
930	stimulus/standard		0.000
931	stimulus/standard	0.586	0.000
932	stimulus/deviant	0.000	0.547
933	stimulus/standard		0.000
934	stimulus/standard	0.625	0.000
935	stimulus/deviant	0.000	0.578
936	stimulus/standard		0.000
937	stimulus/standard		0.000
938	stimulus/standard		0.000
939	stimulus/standard		0.000
940	stimulus/standard		0.000
941	stimulus/standard	0.570	0.000
942	stimulus/deviant	0.000	0.570
943	stimulus/standard		0.000
944	stimulus/standard		0.000
945	stimulus/standard		0.000
946	stimulus/standard		0.000
947	stimulus/standard		0.000
948	stimulus/standard		0.000
949	stimulus/standard		0.000
950	stimulus/standard		0.000
951	stimulus/standard	0.547	0.000
952	stimulus/deviant	0.000	0.523
953	stimulus/standard		0.000
954	stimulus/standard		0.000
955	stimulus/standard	0.570	0.000
956	stimulus/deviant	0.000	0.625
957	stimulus/standard		0.000
958	stimulus/standard		0.000
959	stimulus/standard		0.000
960	stimulus/standard		0.000
961	stimulus/standard	0.555	0.000
962	stimulus/deviant	0.000	0.594
963	stimulus/standard		0.000
964	stimulus/standard		0.000
965	stimulus/standard	0.641	0.000
966	stimulus/deviant	0.000	0.602
967	stimulus/standard		0.000
968	stimulus/standard		0.000
969	stimulus/standard		0.000
970	stimulus/standard		0.000
971	stimulus/standard	0.578	0.000
972	stimulus/deviant	0.000	0.625
973	stimulus/standard		0.000
974	stimulus/standard	0.633	0.000
975	stimulus/deviant	0.000	0.617
976	stimulus/standard	0.602	0.000
977	stimulus/deviant	0.000	0.586
978	stimulus/standard		0.000
979	stimulus/standard		0.000
980	stimulus/standard		0.000
981	stimulus/standard		0.000
982	stimulus/standard		0.000
983	stimulus/standard		0.000
984	stimulus/standard		0.000

985 rows × 6 columns

ERP image (EEG) ica epochs

Drop log ica epochs

No epochs exceeded the rejection thresholds. Nothing was dropped.

PSD ica epochs

PSD calculated from 985 epochs (985.0 s).

ICA: components ica

Info ica

Method	picard
Fit parameters	fastica_it=5 max_iter=1000
Fit	83 iterations on epochs (64025 samples)
ICA components	28
Available PCA components	29
Channel types	eeg
ICA components marked for exclusion	ICA000 ICA002 ICA004 ICA007 ICA011

Original and cleaned signal ica

Scores for matching EOG patterns ica

Original and cleaned EOG epochs ica

ICA component topographies ica

Move the slider or click on the image and use the ← and → keys to browse.

ICA component properties ica

Move the slider or click on the image and use the ← and → keys to browse.

Events events

Epochs: before cleaning epochs

Info epochs

	General
	MNE object type	Epochs
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Total number of events	985
	Events counts	stimulus/deviant: 200 stimulus/standard: 785
	Time range	-0.203 – 0.797 s
	Baseline	off
	Sampling frequency	128.00 Hz
	Time points	129
	Channels
	EEG	and
	EOG
	Head & sensor digitization	33 points
	Filters
	Highpass	0.10 Hz
	Lowpass	64.00 Hz

Metadata epochs

Epoch #	event_name	stimulus/deviant	stimulus/standard
0	stimulus/standard	0.547	0.000
1	stimulus/deviant	0.000	0.625
2	stimulus/standard		0.000
3	stimulus/standard		0.000
4	stimulus/standard		0.000
5	stimulus/standard		0.000
6	stimulus/standard		0.000
7	stimulus/standard	0.602	0.000
8	stimulus/deviant	0.000	0.594
9	stimulus/standard	0.609	0.000
10	stimulus/deviant	0.000	0.562
11	stimulus/standard		0.000
12	stimulus/standard		0.000
13	stimulus/standard	0.617	0.000
14	stimulus/deviant	0.000	0.578
15	stimulus/standard		0.000
16	stimulus/standard	0.547	0.000
17	stimulus/deviant	0.000	0.586
18	stimulus/standard		0.000
19	stimulus/standard	0.562	0.000
20	stimulus/deviant	0.000	0.562
21	stimulus/standard		0.000
22	stimulus/standard	0.617	0.000
23	stimulus/deviant	0.000	0.586
24	stimulus/standard		0.000
25	stimulus/standard	0.625	0.000
26	stimulus/deviant	0.000	0.586
27	stimulus/standard	0.594	0.000
28	stimulus/deviant	0.000	0.555
29	stimulus/standard	0.578	0.000
30	stimulus/deviant	0.000	0.586
31	stimulus/standard		0.000
32	stimulus/standard		0.000
33	stimulus/standard	0.602	0.000
34	stimulus/deviant	0.000	0.586
35	stimulus/standard		0.000
36	stimulus/standard		0.000
37	stimulus/standard	0.578	0.000
38	stimulus/deviant	0.000	0.586
39	stimulus/standard		0.000
40	stimulus/standard		0.000
41	stimulus/standard	0.562	0.000
42	stimulus/deviant	0.000	0.625
43	stimulus/standard		0.000
44	stimulus/standard		0.000
45	stimulus/standard		0.000
46	stimulus/standard		0.000
47	stimulus/standard		0.000
48	stimulus/standard		0.000
49	stimulus/standard		0.000
50	stimulus/standard		0.000
51	stimulus/standard		0.000
52	stimulus/standard		0.000
53	stimulus/standard		0.000
54	stimulus/standard		0.000
55	stimulus/standard	0.625	0.000
56	stimulus/deviant	0.000	0.570
57	stimulus/standard	0.625	0.000
58	stimulus/deviant	0.000	0.523
59	stimulus/standard		0.000
60	stimulus/standard		0.000
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627	stimulus/standard		0.000
628	stimulus/standard	0.547	0.000
629	stimulus/deviant	0.000	0.586
630	stimulus/standard		0.000
631	stimulus/standard		0.000
632	stimulus/standard		0.000
633	stimulus/standard		0.000
634	stimulus/standard		0.000
635	stimulus/standard		0.000
636	stimulus/standard		0.000
637	stimulus/standard		0.000
638	stimulus/standard	0.609	0.000
639	stimulus/deviant	0.000	0.562
640	stimulus/standard		0.000
641	stimulus/standard	0.586	0.000
642	stimulus/deviant	0.000	0.570
643	stimulus/standard		0.000
644	stimulus/standard		0.000
645	stimulus/standard	0.547	0.000
646	stimulus/deviant	0.000	0.586
647	stimulus/standard		0.000
648	stimulus/standard		0.000
649	stimulus/standard		0.000
650	stimulus/standard	0.570	0.000
651	stimulus/deviant	0.000	0.594
652	stimulus/standard		0.000
653	stimulus/standard	0.555	0.000
654	stimulus/deviant	0.000	0.547
655	stimulus/standard		0.000
656	stimulus/standard		0.000
657	stimulus/standard		0.000
658	stimulus/standard		0.000
659	stimulus/standard		0.000
660	stimulus/standard	0.555	0.000
661	stimulus/deviant	0.000	0.602
662	stimulus/standard	0.594	0.000
663	stimulus/deviant	0.000	0.625
664	stimulus/standard	0.594	0.000
665	stimulus/deviant	0.000	0.555
666	stimulus/standard		0.000
667	stimulus/standard		0.000
668	stimulus/standard		0.000
669	stimulus/standard		0.000
670	stimulus/standard		0.000
671	stimulus/standard	0.578	0.000
672	stimulus/deviant	0.000	0.555
673	stimulus/standard		0.000
674	stimulus/standard	0.617	0.000
675	stimulus/deviant	0.000	0.625
676	stimulus/standard		0.000
677	stimulus/standard	0.555	0.000
678	stimulus/deviant	0.000	0.602
679	stimulus/standard	0.594	0.000
680	stimulus/deviant	0.000	0.586
681	stimulus/standard		0.000
682	stimulus/standard		0.000
683	stimulus/standard	0.578	0.000
684	stimulus/deviant	0.000	0.602
685	stimulus/standard		0.000
686	stimulus/standard	0.570	0.000
687	stimulus/deviant	0.000	0.578
688	stimulus/standard	0.578	0.000
689	stimulus/deviant	0.000	0.555
690	stimulus/standard		0.000
691	stimulus/standard		0.000
692	stimulus/standard	0.633	0.000
693	stimulus/deviant	0.000	0.570
694	stimulus/standard	0.594	0.000
695	stimulus/deviant	0.000	0.602
696	stimulus/standard		0.000
697	stimulus/standard		0.000
698	stimulus/standard		0.000
699	stimulus/standard		0.000
700	stimulus/standard		0.000
701	stimulus/standard		0.000
702	stimulus/standard		0.000
703	stimulus/standard		0.000
704	stimulus/standard		0.000
705	stimulus/standard	0.617	0.000
706	stimulus/deviant	0.000	0.586
707	stimulus/standard		0.000
708	stimulus/standard		0.000
709	stimulus/standard	0.586	0.000
710	stimulus/deviant	0.000	0.570
711	stimulus/standard		0.000
712	stimulus/standard	0.578	0.000
713	stimulus/deviant	0.000	0.617
714	stimulus/standard		0.000
715	stimulus/standard	0.594	0.000
716	stimulus/deviant	0.000	0.539
717	stimulus/standard		0.000
718	stimulus/standard		0.000
719	stimulus/standard		0.000
720	stimulus/standard	0.555	0.000
721	stimulus/deviant	0.000	0.594
722	stimulus/standard	0.609	0.000
723	stimulus/deviant	0.000	0.617
724	stimulus/standard		0.000
725	stimulus/standard		0.000
726	stimulus/standard		0.000
727	stimulus/standard		0.000
728	stimulus/standard		0.000
729	stimulus/standard		0.000
730	stimulus/standard	0.555	0.000
731	stimulus/deviant	0.000	0.570
732	stimulus/standard	0.633	0.000
733	stimulus/deviant	0.000	0.586
734	stimulus/standard	0.602	0.000
735	stimulus/deviant	0.000	0.570
736	stimulus/standard	0.602	0.000
737	stimulus/deviant	0.000	0.539
738	stimulus/standard		0.000
739	stimulus/standard		0.000
740	stimulus/standard	0.555	0.000
741	stimulus/deviant	0.000	0.609
742	stimulus/standard		0.000
743	stimulus/standard		0.000
744	stimulus/standard		0.000
745	stimulus/standard		0.000
746	stimulus/standard		0.000
747	stimulus/standard		0.000
748	stimulus/standard	0.586	0.000
749	stimulus/deviant	0.000	0.562
750	stimulus/standard		0.000
751	stimulus/standard		0.000
752	stimulus/standard		0.000
753	stimulus/standard		0.000
754	stimulus/standard		0.000
755	stimulus/standard		0.000
756	stimulus/standard		0.000
757	stimulus/standard		0.000
758	stimulus/standard	0.578	0.000
759	stimulus/deviant	0.000	0.594
760	stimulus/standard		0.000
761	stimulus/standard		0.000
762	stimulus/standard		0.000
763	stimulus/standard	0.594	0.000
764	stimulus/deviant	0.000	0.555
765	stimulus/standard	0.562	0.000
766	stimulus/deviant	0.000	0.633
767	stimulus/standard		0.000
768	stimulus/standard	0.609	0.000
769	stimulus/deviant	0.000	0.633
770	stimulus/standard		0.000
771	stimulus/standard		0.000
772	stimulus/standard	0.539	0.000
773	stimulus/deviant	0.000	0.555
774	stimulus/standard		0.000
775	stimulus/standard		0.000
776	stimulus/standard	0.570	0.000
777	stimulus/deviant	0.000	0.602
778	stimulus/standard		0.000
779	stimulus/standard		0.000
780	stimulus/standard		0.000
781	stimulus/standard		0.000
782	stimulus/standard		0.000
783	stimulus/standard		0.000
784	stimulus/standard		0.000
785	stimulus/standard	0.586	0.000
786	stimulus/deviant	0.000	0.617
787	stimulus/standard		0.000
788	stimulus/standard		0.000
789	stimulus/standard		0.000
790	stimulus/standard		0.000
791	stimulus/standard		0.000
792	stimulus/standard		0.000
793	stimulus/standard		0.000
794	stimulus/standard		0.000
795	stimulus/standard		0.000
796	stimulus/standard	0.625	0.000
797	stimulus/deviant	0.000	0.578
798	stimulus/standard		0.000
799	stimulus/standard	0.562	0.000
800	stimulus/deviant	0.000	0.570
801	stimulus/standard		0.000
802	stimulus/standard		0.000
803	stimulus/standard		0.000
804	stimulus/standard		0.000
805	stimulus/standard	0.586	0.000
806	stimulus/deviant	0.000	0.555
807	stimulus/standard	0.570	0.000
808	stimulus/deviant	0.000	0.602
809	stimulus/standard	0.586	0.000
810	stimulus/deviant	0.000	0.609
811	stimulus/standard		0.000
812	stimulus/standard		0.000
813	stimulus/standard		0.000
814	stimulus/standard		0.000
815	stimulus/standard		0.000
816	stimulus/standard		0.000
817	stimulus/standard		0.000
818	stimulus/standard		0.000
819	stimulus/standard		0.000
820	stimulus/standard		0.000
821	stimulus/standard		0.000
822	stimulus/standard	0.617	0.000
823	stimulus/deviant	0.000	0.586
824	stimulus/standard		0.000
825	stimulus/standard		0.000
826	stimulus/standard		0.000
827	stimulus/standard	0.578	0.000
828	stimulus/deviant	0.000	0.547
829	stimulus/standard		0.000
830	stimulus/standard		0.000
831	stimulus/standard		0.000
832	stimulus/standard		0.000
833	stimulus/standard		0.000
834	stimulus/standard	0.609	0.000
835	stimulus/deviant	0.000	0.555
836	stimulus/standard		0.000
837	stimulus/standard	0.555	0.000
838	stimulus/deviant	0.000	0.562
839	stimulus/standard		0.000
840	stimulus/standard	0.555	0.000
841	stimulus/deviant	0.000	0.633
842	stimulus/standard		0.000
843	stimulus/standard		0.000
844	stimulus/standard		0.000
845	stimulus/standard	0.578	0.000
846	stimulus/deviant	0.000	0.562
847	stimulus/standard		0.000
848	stimulus/standard	0.633	0.000
849	stimulus/deviant	0.000	0.562
850	stimulus/standard		0.000
851	stimulus/standard		0.000
852	stimulus/standard		0.000
853	stimulus/standard	0.531	0.000
854	stimulus/deviant	0.000	0.547
855	stimulus/standard		0.000
856	stimulus/standard	0.648	0.000
857	stimulus/deviant	0.000	0.555
858	stimulus/standard		0.000
859	stimulus/standard	0.648	0.000
860	stimulus/deviant	0.000	0.562
861	stimulus/standard		0.000
862	stimulus/standard		0.000
863	stimulus/standard		0.000
864	stimulus/standard	0.562	0.000
865	stimulus/deviant	0.000	0.609
866	stimulus/standard		0.000
867	stimulus/standard		0.000
868	stimulus/standard		0.000
869	stimulus/standard		0.000
870	stimulus/standard	0.633	0.000
871	stimulus/deviant	0.000	0.586
872	stimulus/standard		0.000
873	stimulus/standard		0.000
874	stimulus/standard		0.000
875	stimulus/standard		0.000
876	stimulus/standard		0.000
877	stimulus/standard		0.000
878	stimulus/standard		0.000
879	stimulus/standard		0.000
880	stimulus/standard	0.633	0.000
881	stimulus/deviant	0.000	0.609
882	stimulus/standard		0.000
883	stimulus/standard		0.000
884	stimulus/standard		0.000
885	stimulus/standard		0.000
886	stimulus/standard	0.586	0.000
887	stimulus/deviant	0.000	0.547
888	stimulus/standard		0.000
889	stimulus/standard		0.000
890	stimulus/standard		0.000
891	stimulus/standard	0.602	0.000
892	stimulus/deviant	0.000	0.586
893	stimulus/standard		0.000
894	stimulus/standard		0.000
895	stimulus/standard	0.586	0.000
896	stimulus/deviant	0.000	0.578
897	stimulus/standard		0.000
898	stimulus/standard		0.000
899	stimulus/standard		0.000
900	stimulus/standard		0.000
901	stimulus/standard		0.000
902	stimulus/standard		0.000
903	stimulus/standard		0.000
904	stimulus/standard		0.000
905	stimulus/standard		0.000
906	stimulus/standard		0.000
907	stimulus/standard	0.547	0.000
908	stimulus/deviant	0.000	0.547
909	stimulus/standard		0.000
910	stimulus/standard	0.555	0.000
911	stimulus/deviant	0.000	0.602
912	stimulus/standard		0.000
913	stimulus/standard		0.000
914	stimulus/standard	0.578	0.000
915	stimulus/deviant	0.000	0.570
916	stimulus/standard	0.602	0.000
917	stimulus/deviant	0.000	0.570
918	stimulus/standard		0.000
919	stimulus/standard		0.000
920	stimulus/standard		0.000
921	stimulus/standard		0.000
922	stimulus/standard		0.000
923	stimulus/standard		0.000
924	stimulus/standard		0.000
925	stimulus/standard		0.000
926	stimulus/standard		0.000
927	stimulus/standard		0.000
928	stimulus/standard	0.633	0.000
929	stimulus/deviant	0.000	0.586
930	stimulus/standard		0.000
931	stimulus/standard	0.586	0.000
932	stimulus/deviant	0.000	0.547
933	stimulus/standard		0.000
934	stimulus/standard	0.625	0.000
935	stimulus/deviant	0.000	0.578
936	stimulus/standard		0.000
937	stimulus/standard		0.000
938	stimulus/standard		0.000
939	stimulus/standard		0.000
940	stimulus/standard		0.000
941	stimulus/standard	0.570	0.000
942	stimulus/deviant	0.000	0.570
943	stimulus/standard		0.000
944	stimulus/standard		0.000
945	stimulus/standard		0.000
946	stimulus/standard		0.000
947	stimulus/standard		0.000
948	stimulus/standard		0.000
949	stimulus/standard		0.000
950	stimulus/standard		0.000
951	stimulus/standard	0.547	0.000
952	stimulus/deviant	0.000	0.523
953	stimulus/standard		0.000
954	stimulus/standard		0.000
955	stimulus/standard	0.570	0.000
956	stimulus/deviant	0.000	0.625
957	stimulus/standard		0.000
958	stimulus/standard		0.000
959	stimulus/standard		0.000
960	stimulus/standard		0.000
961	stimulus/standard	0.555	0.000
962	stimulus/deviant	0.000	0.594
963	stimulus/standard		0.000
964	stimulus/standard		0.000
965	stimulus/standard	0.641	0.000
966	stimulus/deviant	0.000	0.602
967	stimulus/standard		0.000
968	stimulus/standard		0.000
969	stimulus/standard		0.000
970	stimulus/standard		0.000
971	stimulus/standard	0.578	0.000
972	stimulus/deviant	0.000	0.625
973	stimulus/standard		0.000
974	stimulus/standard	0.633	0.000
975	stimulus/deviant	0.000	0.617
976	stimulus/standard	0.602	0.000
977	stimulus/deviant	0.000	0.586
978	stimulus/standard		0.000
979	stimulus/standard		0.000
980	stimulus/standard		0.000
981	stimulus/standard		0.000
982	stimulus/standard		0.000
983	stimulus/standard		0.000
984	stimulus/standard		0.000

985 rows × 6 columns

ERP image (EEG) epochs

Drop log epochs

No epochs exceeded the rejection thresholds. Nothing was dropped.

PSD epochs

ICA: removals ica

Info ica

Method	picard
Fit parameters	fastica_it=5 max_iter=1000
Fit	83 iterations on epochs (64025 samples)
ICA components	28
Available PCA components	29
Channel types	eeg
ICA components marked for exclusion	ICA000 ICA002 ICA004 ICA007 ICA011

Original and cleaned signal ica

ICA component topographies ica

ICA component properties ica

Move the slider or click on the image and use the ← and → keys to browse.

Raw (clean) clean raw run-None

Info raw run-None clean

	General
	Filename(s)	sub-015_ses-MMN_task-MMN_proc-filt_raw.fif
	MNE object type	Raw
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Duration	00:10:02 (HH:MM:SS)
	Sampling frequency	128.00 Hz
	Time points	77,056
	Channels
	EEG	and
	EOG
	Head & sensor digitization	33 points
	Filters
	Highpass	0.10 Hz
	Lowpass	64.00 Hz

Time series raw run-None clean

Move the slider or click on the image and use the ← and → keys to browse.

PSD raw run-None clean

Epochs: after cleaning clean epochs

autoreject_global thresholds epochs clean

{'eeg': np.float64(0.00034887649448049965)}

Info epochs clean

	General
	Filename(s)	sub-015_ses-MMN_task-MMN_proc-ica_epo.fif
	MNE object type	EpochsFIF
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Total number of events	985
	Events counts	stimulus/deviant: 200 stimulus/standard: 785
	Time range	-0.203 – 0.797 s
	Baseline	-0.203 – 0.000 s
	Sampling frequency	128.00 Hz
	Time points	129
	Channels
	EEG	and
	EOG
	Head & sensor digitization	33 points
	Filters
	Highpass	0.10 Hz
	Lowpass	64.00 Hz

Metadata epochs clean

Epoch #	event_name	STATUS	stimulus/180	stimulus/deviant	stimulus/standard
0	stimulus/standard	None	None	0.547	0.000
1	stimulus/deviant	None	None	0.000	0.625
2	stimulus/standard	None	None		0.000
3	stimulus/standard	None	None		0.000
4	stimulus/standard	None	None		0.000
5	stimulus/standard	None	None		0.000
6	stimulus/standard	None	None		0.000
7	stimulus/standard	None	None	0.602	0.000
8	stimulus/deviant	None	None	0.000	0.594
9	stimulus/standard	None	None	0.609	0.000
10	stimulus/deviant	None	None	0.000	0.562
11	stimulus/standard	None	None		0.000
12	stimulus/standard	None	None		0.000
13	stimulus/standard	None	None	0.617	0.000
14	stimulus/deviant	None	None	0.000	0.578
15	stimulus/standard	None	None		0.000
16	stimulus/standard	None	None	0.547	0.000
17	stimulus/deviant	None	None	0.000	0.586
18	stimulus/standard	None	None		0.000
19	stimulus/standard	None	None	0.562	0.000
20	stimulus/deviant	None	None	0.000	0.562
21	stimulus/standard	None	None		0.000
22	stimulus/standard	None	None	0.617	0.000
23	stimulus/deviant	None	None	0.000	0.586
24	stimulus/standard	None	None		0.000
25	stimulus/standard	None	None	0.625	0.000
26	stimulus/deviant	None	None	0.000	0.586
27	stimulus/standard	None	None	0.594	0.000
28	stimulus/deviant	None	None	0.000	0.555
29	stimulus/standard	None	None	0.578	0.000
30	stimulus/deviant	None	None	0.000	0.586
31	stimulus/standard	None	None		0.000
32	stimulus/standard	None	None		0.000
33	stimulus/standard	None	None	0.602	0.000
34	stimulus/deviant	None	None	0.000	0.586
35	stimulus/standard	None	None		0.000
36	stimulus/standard	None	None		0.000
37	stimulus/standard	None	None	0.578	0.000
38	stimulus/deviant	None	None	0.000	0.586
39	stimulus/standard	None	None		0.000
40	stimulus/standard	None	None		0.000
41	stimulus/standard	None	None	0.562	0.000
42	stimulus/deviant	None	None	0.000	0.625
43	stimulus/standard	None	None		0.000
44	stimulus/standard	None	None		0.000
45	stimulus/standard	None	None		0.000
46	stimulus/standard	None	None		0.000
47	stimulus/standard	None	None		0.000
48	stimulus/standard	None	None		0.000
49	stimulus/standard	None	None		0.000
50	stimulus/standard	None	None		0.000
51	stimulus/standard	None	None		0.000
52	stimulus/standard	None	None		0.000
53	stimulus/standard	None	None		0.000
54	stimulus/standard	None	None		0.000
55	stimulus/standard	None	None	0.625	0.000
56	stimulus/deviant	None	None	0.000	0.570
57	stimulus/standard	None	None	0.625	0.000
58	stimulus/deviant	None	None	0.000	0.523
59	stimulus/standard	None	None		0.000
60	stimulus/standard	None	None		0.000
61	stimulus/standard	None	None		0.000
62	stimulus/standard	None	None		0.000
63	stimulus/standard	None	None		0.000
64	stimulus/standard	None	None		0.000
65	stimulus/standard	None	None		0.000
66	stimulus/standard	None	None		0.000
67	stimulus/standard	None	None		0.000
68	stimulus/standard	None	None		0.000
69	stimulus/standard	None	None		0.000
70	stimulus/standard	None	None		0.000
71	stimulus/standard	None	None	0.547	0.000
72	stimulus/deviant	None	None	0.000	0.547
73	stimulus/standard	None	None		0.000
74	stimulus/standard	None	None	0.578	0.000
75	stimulus/deviant	None	None	0.000	0.547
76	stimulus/standard	None	None	0.609	0.000
77	stimulus/deviant	None	None	0.000	0.594
78	stimulus/standard	None	None		0.000
79	stimulus/standard	None	None		0.000
80	stimulus/standard	None	None		0.000
81	stimulus/standard	None	None	0.570	0.000
82	stimulus/deviant	None	None	0.000	0.531
83	stimulus/standard	None	None		0.000
84	stimulus/standard	None	None		0.000
85	stimulus/standard	None	None	0.594	0.000
86	stimulus/deviant	None	None	0.000	0.570
87	stimulus/standard	None	None	0.539	0.000
88	stimulus/deviant	None	None	0.000	0.617
89	stimulus/standard	None	None		0.000
90	stimulus/standard	None	None	0.609	0.000
91	stimulus/deviant	None	None	0.000	0.562
92	stimulus/standard	None	None		0.000
93	stimulus/standard	None	None		0.000
94	stimulus/standard	None	None	0.609	0.000
95	stimulus/deviant	None	None	0.000	0.617
96	stimulus/standard	None	None		0.000
97	stimulus/standard	None	None		0.000
98	stimulus/standard	None	None		0.000
99	stimulus/standard	None	None		0.000
100	stimulus/standard	None	None		0.000
101	stimulus/standard	None	None		0.000
102	stimulus/standard	None	None		0.000
103	stimulus/standard	None	None		0.000
104	stimulus/standard	None	None		0.000
105	stimulus/standard	None	None		0.000
106	stimulus/standard	None	None	0.555	0.000
107	stimulus/deviant	None	None	0.000	0.586
108	stimulus/standard	None	None	0.617	0.000
109	stimulus/deviant	None	None	0.000	0.602
110	stimulus/standard	None	None		0.000
111	stimulus/standard	None	None		0.000
112	stimulus/standard	None	None	0.602	0.000
113	stimulus/deviant	None	None	0.000	0.586
114	stimulus/standard	None	None		0.000
115	stimulus/standard	None	None		0.000
116	stimulus/standard	None	None		0.000
117	stimulus/standard	None	None		0.000
118	stimulus/standard	None	None		0.000
119	stimulus/standard	None	None		0.000
120	stimulus/standard	None	None	0.625	0.000
121	stimulus/deviant	None	None	0.000	0.609
122	stimulus/standard	None	None	0.625	0.000
123	stimulus/deviant	None	None	0.000	0.578
124	stimulus/standard	None	None		0.000
125	stimulus/standard	None	None		0.000
126	stimulus/standard	None	None		0.000
127	stimulus/standard	None	None		0.000
128	stimulus/standard	None	None		0.000
129	stimulus/standard	None	None		0.000
130	stimulus/standard	None	None		0.000
131	stimulus/standard	None	None		0.000
132	stimulus/standard	None	None	0.547	0.000
133	stimulus/deviant	None	None	0.000	0.594
134	stimulus/standard	None	None		0.000
135	stimulus/standard	None	None		0.000
136	stimulus/standard	None	None		0.000
137	stimulus/standard	None	None		0.000
138	stimulus/standard	None	None		0.000
139	stimulus/standard	None	None	0.602	0.000
140	stimulus/deviant	None	None	0.000	0.625
141	stimulus/standard	None	None	0.594	0.000
142	stimulus/deviant	None	None	0.000	0.641
143	stimulus/standard	None	None	0.625	0.000
144	stimulus/deviant	None	None	0.000	0.539
145	stimulus/standard	None	None		0.000
146	stimulus/standard	None	None		0.000
147	stimulus/standard	None	None		0.000
148	stimulus/standard	None	None		0.000
149	stimulus/standard	None	None		0.000
150	stimulus/standard	None	None		0.000
151	stimulus/standard	None	None		0.000
152	stimulus/standard	None	None		0.000
153	stimulus/standard	None	None		0.000
154	stimulus/standard	None	None		0.000
155	stimulus/standard	None	None		0.000
156	stimulus/standard	None	None	0.578	0.000
157	stimulus/deviant	None	None	0.000	0.594
158	stimulus/standard	None	None		0.000
159	stimulus/standard	None	None		0.000
160	stimulus/standard	None	None		0.000
161	stimulus/standard	None	None		0.000
162	stimulus/standard	None	None		0.000
163	stimulus/standard	None	None	0.555	0.000
164	stimulus/deviant	None	None	0.000	0.562
165	stimulus/standard	None	None		0.000
166	stimulus/standard	None	None		0.000
167	stimulus/standard	None	None		0.000
168	stimulus/standard	None	None		0.000
169	stimulus/standard	None	None	0.555	0.000
170	stimulus/deviant	None	None	0.000	0.625
171	stimulus/standard	None	None		0.000
172	stimulus/standard	None	None		0.000
173	stimulus/standard	None	None		0.000
174	stimulus/standard	None	None	0.633	0.000
175	stimulus/deviant	None	None	0.000	0.578
176	stimulus/standard	None	None	0.586	0.000
177	stimulus/deviant	None	None	0.000	0.562
178	stimulus/standard	None	None		0.000
179	stimulus/standard	None	None	0.562	0.000
180	stimulus/deviant	None	None	0.000	0.578
181	stimulus/standard	None	None		0.000
182	stimulus/standard	None	None		0.000
183	stimulus/standard	None	None		0.000
184	stimulus/standard	None	None		0.000
185	stimulus/standard	None	None		0.000
186	stimulus/standard	None	None		0.000
187	stimulus/standard	None	None		0.000
188	stimulus/standard	None	None		0.000
189	stimulus/standard	None	None		0.000
190	stimulus/standard	None	None	0.578	0.000
191	stimulus/deviant	None	None	0.000	0.531
192	stimulus/standard	None	None		0.000
193	stimulus/standard	None	None		0.000
194	stimulus/standard	None	None	0.555	0.000
195	stimulus/deviant	None	None	0.000	0.578
196	stimulus/standard	None	None		0.000
197	stimulus/standard	None	None		0.000
198	stimulus/standard	None	None	0.555	0.000
199	stimulus/deviant	None	None	0.000	0.633
200	stimulus/standard	None	None	0.586	0.000
201	stimulus/deviant	None	None	0.000	0.555
202	stimulus/standard	None	None	0.641	0.000
203	stimulus/deviant	None	None	0.000	0.562
204	stimulus/standard	None	None		0.000
205	stimulus/standard	None	None		0.000
206	stimulus/standard	None	None		0.000
207	stimulus/standard	None	None	0.633	0.000
208	stimulus/deviant	None	None	0.000	0.602
209	stimulus/standard	None	None		0.000
210	stimulus/standard	None	None		0.000
211	stimulus/standard	None	None		0.000
212	stimulus/standard	None	None	0.578	0.000
213	stimulus/deviant	None	None	0.000	0.562
214	stimulus/standard	None	None		0.000
215	stimulus/standard	None	None		0.000
216	stimulus/standard	None	None	0.617	0.000
217	stimulus/deviant	None	None	0.000	0.586
218	stimulus/standard	None	None	0.539	0.000
219	stimulus/deviant	None	None	0.000	0.562
220	stimulus/standard	None	None		0.000
221	stimulus/standard	None	None	0.625	0.000
222	stimulus/deviant	None	None	0.000	0.570
223	stimulus/standard	None	None		0.000
224	stimulus/standard	None	None		0.000
225	stimulus/standard	None	None	0.625	0.000
226	stimulus/deviant	None	None	0.000	0.617
227	stimulus/standard	None	None		0.000
228	stimulus/standard	None	None		0.000
229	stimulus/standard	None	None		0.000
230	stimulus/standard	None	None		0.000
231	stimulus/standard	None	None		0.000
232	stimulus/standard	None	None		0.000
233	stimulus/standard	None	None	0.578	0.000
234	stimulus/deviant	None	None	0.000	0.625
235	stimulus/standard	None	None		0.000
236	stimulus/standard	None	None		0.000
237	stimulus/standard	None	None	0.539	0.000
238	stimulus/deviant	None	None	0.000	0.594
239	stimulus/standard	None	None		0.000
240	stimulus/standard	None	None		0.000
241	stimulus/standard	None	None		0.000
242	stimulus/standard	None	None	0.633	0.000
243	stimulus/deviant	None	None	0.000	0.633
244	stimulus/standard	None	None		0.000
245	stimulus/standard	None	None		0.000
246	stimulus/standard	None	None		0.000
247	stimulus/standard	None	None		0.000
248	stimulus/standard	None	None		0.000
249	stimulus/standard	None	None	0.547	0.000
250	stimulus/deviant	None	None	0.000	0.555
251	stimulus/standard	None	None	0.562	0.000
252	stimulus/deviant	None	None	0.000	0.578
253	stimulus/standard	None	None		0.000
254	stimulus/standard	None	None		0.000
255	stimulus/standard	None	None		0.000
256	stimulus/standard	None	None		0.000
257	stimulus/standard	None	None		0.000
258	stimulus/standard	None	None		0.000
259	stimulus/standard	None	None		0.000
260	stimulus/standard	None	None		0.000
261	stimulus/standard	None	None		0.000
262	stimulus/standard	None	None		0.000
263	stimulus/standard	None	None		0.000
264	stimulus/standard	None	None		0.000
265	stimulus/standard	None	None	0.531	0.000
266	stimulus/deviant	None	None	0.000	0.547
267	stimulus/standard	None	None		0.000
268	stimulus/standard	None	None		0.000
269	stimulus/standard	None	None		0.000
270	stimulus/standard	None	None		0.000
271	stimulus/standard	None	None	0.609	0.000
272	stimulus/deviant	None	None	0.000	0.586
273	stimulus/standard	None	None		0.000
274	stimulus/standard	None	None	0.594	0.000
275	stimulus/deviant	None	None	0.000	0.531
276	stimulus/standard	None	None		0.000
277	stimulus/standard	None	None	0.547	0.000
278	stimulus/deviant	None	None	0.000	0.570
279	stimulus/standard	None	None		0.000
280	stimulus/standard	None	None	0.562	0.000
281	stimulus/deviant	None	None	0.000	0.594
282	stimulus/standard	None	None		0.000
283	stimulus/standard	None	None		0.000
284	stimulus/standard	None	None		0.000
285	stimulus/standard	None	None		0.000
286	stimulus/standard	None	None		0.000
287	stimulus/standard	None	None		0.000
288	stimulus/standard	None	None		0.000
289	stimulus/standard	None	None		0.000
290	stimulus/standard	None	None		0.000
291	stimulus/standard	None	None	0.594	0.000
292	stimulus/deviant	None	None	0.000	0.555
293	stimulus/standard	None	None		0.000
294	stimulus/standard	None	None		0.000
295	stimulus/standard	None	None		0.000
296	stimulus/standard	None	None		0.000
297	stimulus/standard	None	None		0.000
298	stimulus/standard	None	None		0.000
299	stimulus/standard	None	None		0.000
300	stimulus/standard	None	None		0.000
301	stimulus/standard	None	None		0.000
302	stimulus/standard	None	None		0.000
303	stimulus/standard	None	None		0.000
304	stimulus/standard	None	None		0.000
305	stimulus/standard	None	None		0.000
306	stimulus/standard	None	None		0.000
307	stimulus/standard	None	None		0.000
308	stimulus/standard	None	None		0.000
309	stimulus/standard	None	None		0.000
310	stimulus/standard	None	None		0.000
311	stimulus/standard	None	None		0.000
312	stimulus/standard	None	None		0.000
313	stimulus/standard	None	None	0.625	0.000
314	stimulus/deviant	None	None	0.000	0.602
315	stimulus/standard	None	None		0.000
316	stimulus/standard	None	None		0.000
317	stimulus/standard	None	None		0.000
318	stimulus/standard	None	None		0.000
319	stimulus/standard	None	None	0.625	0.000
320	stimulus/deviant	None	None	0.000	0.570
321	stimulus/standard	None	None		0.000
322	stimulus/standard	None	None		0.000
323	stimulus/standard	None	None	0.602	0.000
324	stimulus/deviant	None	None	0.000	0.539
325	stimulus/standard	None	None	0.602	0.000
326	stimulus/deviant	None	None	0.000	0.586
327	stimulus/standard	None	None		0.000
328	stimulus/standard	None	None		0.000
329	stimulus/standard	None	None		0.000
330	stimulus/standard	None	None		0.000
331	stimulus/standard	None	None		0.000
332	stimulus/standard	None	None		0.000
333	stimulus/standard	None	None		0.000
334	stimulus/standard	None	None		0.000
335	stimulus/standard	None	None	0.586	0.000
336	stimulus/deviant	None	None	0.000	0.586
337	stimulus/standard	None	None	0.570	0.000
338	stimulus/deviant	None	None	0.000	0.617
339	stimulus/standard	None	None		0.000
340	stimulus/standard	None	None		0.000
341	stimulus/standard	None	None		0.000
342	stimulus/standard	None	None		0.000
343	stimulus/standard	None	None		0.000
344	stimulus/standard	None	None	0.641	0.000
345	stimulus/deviant	None	None	0.000	0.609
346	stimulus/standard	None	None		0.000
347	stimulus/standard	None	None		0.000
348	stimulus/standard	None	None		0.000
349	stimulus/standard	None	None		0.000
350	stimulus/standard	None	None		0.000
351	stimulus/standard	None	None		0.000
352	stimulus/standard	None	None		0.000
353	stimulus/standard	None	None	0.602	0.000
354	stimulus/deviant	None	None	0.000	0.586
355	stimulus/standard	None	None		0.000
356	stimulus/standard	None	None	0.570	0.000
357	stimulus/deviant	None	None	0.000	0.547
358	stimulus/standard	None	None		0.000
359	stimulus/standard	None	None		0.000
360	stimulus/standard	None	None		0.000
361	stimulus/standard	None	None	0.609	0.000
362	stimulus/deviant	None	None	0.000	0.617
363	stimulus/standard	None	None		0.000
364	stimulus/standard	None	None		0.000
365	stimulus/standard	None	None		0.000
366	stimulus/standard	None	None	0.562	0.000
367	stimulus/deviant	None	None	0.000	0.625
368	stimulus/standard	None	None		0.000
369	stimulus/standard	None	None		0.000
370	stimulus/standard	None	None		0.000
371	stimulus/standard	None	None	0.547	0.000
372	stimulus/deviant	None	None	0.000	0.633
373	stimulus/standard	None	None		0.000
374	stimulus/standard	None	None		0.000
375	stimulus/standard	None	None		0.000
376	stimulus/standard	None	None		0.000
377	stimulus/standard	None	None	0.609	0.000
378	stimulus/deviant	None	None	0.000	0.594
379	stimulus/standard	None	None		0.000
380	stimulus/standard	None	None		0.000
381	stimulus/standard	None	None	0.578	0.000
382	stimulus/deviant	None	None	0.000	0.555
383	stimulus/standard	None	None	0.641	0.000
384	stimulus/deviant	None	None	0.000	0.617
385	stimulus/standard	None	None		0.000
386	stimulus/standard	None	None	0.578	0.000
387	stimulus/deviant	None	None	0.000	0.602
388	stimulus/standard	None	None		0.000
389	stimulus/standard	None	None	0.609	0.000
390	stimulus/deviant	None	None	0.000	0.547
391	stimulus/standard	None	None		0.000
392	stimulus/standard	None	None	0.555	0.000
393	stimulus/deviant	None	None	0.000	0.594
394	stimulus/standard	None	None		0.000
395	stimulus/standard	None	None	0.602	0.000
396	stimulus/deviant	None	None	0.000	0.609
397	stimulus/standard	None	None		0.000
398	stimulus/standard	None	None		0.000
399	stimulus/standard	None	None		0.000
400	stimulus/standard	None	None		0.000
401	stimulus/standard	None	None		0.000
402	stimulus/standard	None	None		0.000
403	stimulus/standard	None	None	0.633	0.000
404	stimulus/deviant	None	None	0.000	0.609
405	stimulus/standard	None	None		0.000
406	stimulus/standard	None	None	0.555	0.000
407	stimulus/deviant	None	None	0.000	0.602
408	stimulus/standard	None	None		0.000
409	stimulus/standard	None	None		0.000
410	stimulus/standard	None	None		0.000
411	stimulus/standard	None	None	0.641	0.000
412	stimulus/deviant	None	None	0.000	0.531
413	stimulus/standard	None	None		0.000
414	stimulus/standard	None	None		0.000
415	stimulus/standard	None	None		0.000
416	stimulus/standard	None	None		0.000
417	stimulus/standard	None	None		0.000
418	stimulus/standard	None	None	0.539	0.000
419	stimulus/deviant	None	None	0.000	0.547
420	stimulus/standard	None	None		0.000
421	stimulus/standard	None	None		0.000
422	stimulus/standard	None	None	0.586	0.000
423	stimulus/deviant	None	None	0.000	0.586
424	stimulus/standard	None	None	0.602	0.000
425	stimulus/deviant	None	None	0.000	0.547
426	stimulus/standard	None	None		0.000
427	stimulus/standard	None	None		0.000
428	stimulus/standard	None	None		0.000
429	stimulus/standard	None	None		0.000
430	stimulus/standard	None	None	0.625	0.000
431	stimulus/deviant	None	None	0.000	0.625
432	stimulus/standard	None	None	0.555	0.000
433	stimulus/deviant	None	None	0.000	0.609
434	stimulus/standard	None	None	0.586	0.000
435	stimulus/deviant	None	None	0.000	0.609
436	stimulus/standard	None	None		0.000
437	stimulus/standard	None	None		0.000
438	stimulus/standard	None	None		0.000
439	stimulus/standard	None	None	0.562	0.000
440	stimulus/deviant	None	None	0.000	0.570
441	stimulus/standard	None	None		0.000
442	stimulus/standard	None	None	0.641	0.000
443	stimulus/deviant	None	None	0.000	0.555
444	stimulus/standard	None	None	0.578	0.000
445	stimulus/deviant	None	None	0.000	0.547
446	stimulus/standard	None	None		0.000
447	stimulus/standard	None	None		0.000
448	stimulus/standard	None	None		0.000
449	stimulus/standard	None	None		0.000
450	stimulus/standard	None	None		0.000
451	stimulus/standard	None	None		0.000
452	stimulus/standard	None	None		0.000
453	stimulus/standard	None	None		0.000
454	stimulus/standard	None	None		0.000
455	stimulus/standard	None	None		0.000
456	stimulus/standard	None	None		0.000
457	stimulus/standard	None	None	0.625	0.000
458	stimulus/deviant	None	None	0.000	0.625
459	stimulus/standard	None	None		0.000
460	stimulus/standard	None	None		0.000
461	stimulus/standard	None	None		0.000
462	stimulus/standard	None	None		0.000
463	stimulus/standard	None	None		0.000
464	stimulus/standard	None	None		0.000
465	stimulus/standard	None	None		0.000
466	stimulus/standard	None	None		0.000
467	stimulus/standard	None	None		0.000
468	stimulus/standard	None	None	0.555	0.000
469	stimulus/deviant	None	None	0.000	0.602
470	stimulus/standard	None	None	0.609	0.000
471	stimulus/deviant	None	None	0.000	0.562
472	stimulus/standard	None	None	0.594	0.000
473	stimulus/deviant	None	None	0.000	0.633
474	stimulus/standard	None	None		0.000
475	stimulus/standard	None	None	0.539	0.000
476	stimulus/deviant	None	None	0.000	0.617
477	stimulus/standard	None	None	0.539	0.000
478	stimulus/deviant	None	None	0.000	0.547
479	stimulus/standard	None	None	0.609	0.000
480	stimulus/deviant	None	None	0.000	0.602
481	stimulus/standard	None	None	0.570	0.000
482	stimulus/deviant	None	None	0.000	0.547
483	stimulus/standard	None	None		0.000
484	stimulus/standard	None	None		0.000
485	stimulus/standard	None	None		0.000
486	stimulus/standard	None	None	0.602	0.000
487	stimulus/deviant	None	None	0.000	0.625
488	stimulus/standard	None	None		0.000
489	stimulus/standard	None	None		0.000
490	stimulus/standard	None	None		0.000
491	stimulus/standard	None	None		0.000
492	stimulus/standard	None	None		0.000
493	stimulus/standard	None	None		0.000
494	stimulus/standard	None	None	0.594	0.000
495	stimulus/deviant	None	None	0.000	0.555
496	stimulus/standard	None	None	0.648	0.000
497	stimulus/deviant	None	None	0.000	0.602
498	stimulus/standard	None	None		0.000
499	stimulus/standard	None	None	0.562	0.000
500	stimulus/deviant	None	None	0.000	0.586
501	stimulus/standard	None	None		0.000
502	stimulus/standard	None	None		0.000
503	stimulus/standard	None	None	0.562	0.000
504	stimulus/deviant	None	None	0.000	0.633
505	stimulus/standard	None	None		0.000
506	stimulus/standard	None	None		0.000
507	stimulus/standard	None	None		0.000
508	stimulus/standard	None	None		0.000
509	stimulus/standard	None	None		0.000
510	stimulus/standard	None	None	0.586	0.000
511	stimulus/deviant	None	None	0.000	0.617
512	stimulus/standard	None	None		0.000
513	stimulus/standard	None	None	0.602	0.000
514	stimulus/deviant	None	None	0.000	0.570
515	stimulus/standard	None	None		0.000
516	stimulus/standard	None	None	0.617	0.000
517	stimulus/deviant	None	None	0.000	0.570
518	stimulus/standard	None	None		0.000
519	stimulus/standard	None	None		0.000
520	stimulus/standard	None	None		0.000
521	stimulus/standard	None	None		0.000
522	stimulus/standard	None	None		0.000
523	stimulus/standard	None	None	0.609	0.000
524	stimulus/deviant	None	None	0.000	0.617
525	stimulus/standard	None	None	0.547	0.000
526	stimulus/deviant	None	None	0.000	0.586
527	stimulus/standard	None	None	0.609	0.000
528	stimulus/deviant	None	None	0.000	0.570
529	stimulus/standard	None	None		0.000
530	stimulus/standard	None	None	0.555	0.000
531	stimulus/deviant	None	None	0.000	0.609
532	stimulus/standard	None	None		0.000
533	stimulus/standard	None	None		0.000
534	stimulus/standard	None	None		0.000
535	stimulus/standard	None	None	0.625	0.000
536	stimulus/deviant	None	None	0.000	0.578
537	stimulus/standard	None	None		0.000
538	stimulus/standard	None	None		0.000
539	stimulus/standard	None	None	0.617	0.000
540	stimulus/deviant	None	None	0.000	0.547
541	stimulus/standard	None	None		0.000
542	stimulus/standard	None	None		0.000
543	stimulus/standard	None	None	0.547	0.000
544	stimulus/deviant	None	None	0.000	0.555
545	stimulus/standard	None	None		0.000
546	stimulus/standard	None	None		0.000
547	stimulus/standard	None	None		0.000
548	stimulus/standard	None	None		0.000
549	stimulus/standard	None	None		0.000
550	stimulus/standard	None	None		0.000
551	stimulus/standard	None	None		0.000
552	stimulus/standard	None	None		0.000
553	stimulus/standard	None	None		0.000
554	stimulus/standard	None	None		0.000
555	stimulus/standard	None	None	0.562	0.000
556	stimulus/deviant	None	None	0.000	0.586
557	stimulus/standard	None	None		0.000
558	stimulus/standard	None	None		0.000
559	stimulus/standard	None	None		0.000
560	stimulus/standard	None	None		0.000
561	stimulus/standard	None	None	0.594	0.000
562	stimulus/deviant	None	None	0.000	0.602
563	stimulus/standard	None	None		0.000
564	stimulus/standard	None	None	0.641	0.000
565	stimulus/deviant	None	None	0.000	0.594
566	stimulus/standard	None	None		0.000
567	stimulus/standard	None	None		0.000
568	stimulus/standard	None	None		0.000
569	stimulus/standard	None	None		0.000
570	stimulus/standard	None	None	0.617	0.000
571	stimulus/deviant	None	None	0.000	0.617
572	stimulus/standard	None	None		0.000
573	stimulus/standard	None	None		0.000
574	stimulus/standard	None	None		0.000
575	stimulus/standard	None	None		0.000
576	stimulus/standard	None	None		0.000
577	stimulus/standard	None	None	0.578	0.000
578	stimulus/deviant	None	None	0.000	0.586
579	stimulus/standard	None	None		0.000
580	stimulus/standard	None	None		0.000
581	stimulus/standard	None	None		0.000
582	stimulus/standard	None	None	0.570	0.000
583	stimulus/deviant	None	None	0.000	0.578
584	stimulus/standard	None	None	0.625	0.000
585	stimulus/deviant	None	None	0.000	0.602
586	stimulus/standard	None	None		0.000
587	stimulus/standard	None	None	0.609	0.000
588	stimulus/deviant	None	None	0.000	0.625
589	stimulus/standard	None	None		0.000
590	stimulus/standard	None	None		0.000
591	stimulus/standard	None	None		0.000
592	stimulus/standard	None	None		0.000
593	stimulus/standard	None	None		0.000
594	stimulus/standard	None	None		0.000
595	stimulus/standard	None	None		0.000
596	stimulus/standard	None	None		0.000
597	stimulus/standard	None	None		0.000
598	stimulus/standard	None	None		0.000
599	stimulus/standard	None	None		0.000
600	stimulus/standard	None	None		0.000
601	stimulus/standard	None	None	0.578	0.000
602	stimulus/deviant	None	None	0.000	0.641
603	stimulus/standard	None	None	0.609	0.000
604	stimulus/deviant	None	None	0.000	0.570
605	stimulus/standard	None	None		0.000
606	stimulus/standard	None	None		0.000
607	stimulus/standard	None	None		0.000
608	stimulus/standard	None	None		0.000
609	stimulus/standard	None	None		0.000
610	stimulus/standard	None	None		0.000
611	stimulus/standard	None	None		0.000
612	stimulus/standard	None	None		0.000
613	stimulus/standard	None	None		0.000
614	stimulus/standard	None	None		0.000
615	stimulus/standard	None	None		0.000
616	stimulus/standard	None	None		0.000
617	stimulus/standard	None	None	0.609	0.000
618	stimulus/deviant	None	None	0.000	0.602
619	stimulus/standard	None	None		0.000
620	stimulus/standard	None	None		0.000
621	stimulus/standard	None	None	0.633	0.000
622	stimulus/deviant	None	None	0.000	0.609
623	stimulus/standard	None	None		0.000
624	stimulus/standard	None	None		0.000
625	stimulus/standard	None	None	0.562	0.000
626	stimulus/deviant	None	None	0.000	0.562
627	stimulus/standard	None	None		0.000
628	stimulus/standard	None	None	0.547	0.000
629	stimulus/deviant	None	None	0.000	0.586
630	stimulus/standard	None	None		0.000
631	stimulus/standard	None	None		0.000
632	stimulus/standard	None	None		0.000
633	stimulus/standard	None	None		0.000
634	stimulus/standard	None	None		0.000
635	stimulus/standard	None	None		0.000
636	stimulus/standard	None	None		0.000
637	stimulus/standard	None	None		0.000
638	stimulus/standard	None	None	0.609	0.000
639	stimulus/deviant	None	None	0.000	0.562
640	stimulus/standard	None	None		0.000
641	stimulus/standard	None	None	0.586	0.000
642	stimulus/deviant	None	None	0.000	0.570
643	stimulus/standard	None	None		0.000
644	stimulus/standard	None	None		0.000
645	stimulus/standard	None	None	0.547	0.000
646	stimulus/deviant	None	None	0.000	0.586
647	stimulus/standard	None	None		0.000
648	stimulus/standard	None	None		0.000
649	stimulus/standard	None	None		0.000
650	stimulus/standard	None	None	0.570	0.000
651	stimulus/deviant	None	None	0.000	0.594
652	stimulus/standard	None	None		0.000
653	stimulus/standard	None	None	0.555	0.000
654	stimulus/deviant	None	None	0.000	0.547
655	stimulus/standard	None	None		0.000
656	stimulus/standard	None	None		0.000
657	stimulus/standard	None	None		0.000
658	stimulus/standard	None	None		0.000
659	stimulus/standard	None	None		0.000
660	stimulus/standard	None	None	0.555	0.000
661	stimulus/deviant	None	None	0.000	0.602
662	stimulus/standard	None	None	0.594	0.000
663	stimulus/deviant	None	None	0.000	0.625
664	stimulus/standard	None	None	0.594	0.000
665	stimulus/deviant	None	None	0.000	0.555
666	stimulus/standard	None	None		0.000
667	stimulus/standard	None	None		0.000
668	stimulus/standard	None	None		0.000
669	stimulus/standard	None	None		0.000
670	stimulus/standard	None	None		0.000
671	stimulus/standard	None	None	0.578	0.000
672	stimulus/deviant	None	None	0.000	0.555
673	stimulus/standard	None	None		0.000
674	stimulus/standard	None	None	0.617	0.000
675	stimulus/deviant	None	None	0.000	0.625
676	stimulus/standard	None	None		0.000
677	stimulus/standard	None	None	0.555	0.000
678	stimulus/deviant	None	None	0.000	0.602
679	stimulus/standard	None	None	0.594	0.000
680	stimulus/deviant	None	None	0.000	0.586
681	stimulus/standard	None	None		0.000
682	stimulus/standard	None	None		0.000
683	stimulus/standard	None	None	0.578	0.000
684	stimulus/deviant	None	None	0.000	0.602
685	stimulus/standard	None	None		0.000
686	stimulus/standard	None	None	0.570	0.000
687	stimulus/deviant	None	None	0.000	0.578
688	stimulus/standard	None	None	0.578	0.000
689	stimulus/deviant	None	None	0.000	0.555
690	stimulus/standard	None	None		0.000
691	stimulus/standard	None	None		0.000
692	stimulus/standard	None	None	0.633	0.000
693	stimulus/deviant	None	None	0.000	0.570
694	stimulus/standard	None	None	0.594	0.000
695	stimulus/deviant	None	None	0.000	0.602
696	stimulus/standard	None	None		0.000
697	stimulus/standard	None	None		0.000
698	stimulus/standard	None	None		0.000
699	stimulus/standard	None	None		0.000
700	stimulus/standard	None	None		0.000
701	stimulus/standard	None	None		0.000
702	stimulus/standard	None	None		0.000
703	stimulus/standard	None	None		0.000
704	stimulus/standard	None	None		0.000
705	stimulus/standard	None	None	0.617	0.000
706	stimulus/deviant	None	None	0.000	0.586
707	stimulus/standard	None	None		0.000
708	stimulus/standard	None	None		0.000
709	stimulus/standard	None	None	0.586	0.000
710	stimulus/deviant	None	None	0.000	0.570
711	stimulus/standard	None	None		0.000
712	stimulus/standard	None	None	0.578	0.000
713	stimulus/deviant	None	None	0.000	0.617
714	stimulus/standard	None	None		0.000
715	stimulus/standard	None	None	0.594	0.000
716	stimulus/deviant	None	None	0.000	0.539
717	stimulus/standard	None	None		0.000
718	stimulus/standard	None	None		0.000
719	stimulus/standard	None	None		0.000
720	stimulus/standard	None	None	0.555	0.000
721	stimulus/deviant	None	None	0.000	0.594
722	stimulus/standard	None	None	0.609	0.000
723	stimulus/deviant	None	None	0.000	0.617
724	stimulus/standard	None	None		0.000
725	stimulus/standard	None	None		0.000
726	stimulus/standard	None	None		0.000
727	stimulus/standard	None	None		0.000
728	stimulus/standard	None	None		0.000
729	stimulus/standard	None	None		0.000
730	stimulus/standard	None	None	0.555	0.000
731	stimulus/deviant	None	None	0.000	0.570
732	stimulus/standard	None	None	0.633	0.000
733	stimulus/deviant	None	None	0.000	0.586
734	stimulus/standard	None	None	0.602	0.000
735	stimulus/deviant	None	None	0.000	0.570
736	stimulus/standard	None	None	0.602	0.000
737	stimulus/deviant	None	None	0.000	0.539
738	stimulus/standard	None	None		0.000
739	stimulus/standard	None	None		0.000
740	stimulus/standard	None	None	0.555	0.000
741	stimulus/deviant	None	None	0.000	0.609
742	stimulus/standard	None	None		0.000
743	stimulus/standard	None	None		0.000
744	stimulus/standard	None	None		0.000
745	stimulus/standard	None	None		0.000
746	stimulus/standard	None	None		0.000
747	stimulus/standard	None	None		0.000
748	stimulus/standard	None	None	0.586	0.000
749	stimulus/deviant	None	None	0.000	0.562
750	stimulus/standard	None	None		0.000
751	stimulus/standard	None	None		0.000
752	stimulus/standard	None	None		0.000
753	stimulus/standard	None	None		0.000
754	stimulus/standard	None	None		0.000
755	stimulus/standard	None	None		0.000
756	stimulus/standard	None	None		0.000
757	stimulus/standard	None	None		0.000
758	stimulus/standard	None	None	0.578	0.000
759	stimulus/deviant	None	None	0.000	0.594
760	stimulus/standard	None	None		0.000
761	stimulus/standard	None	None		0.000
762	stimulus/standard	None	None		0.000
763	stimulus/standard	None	None	0.594	0.000
764	stimulus/deviant	None	None	0.000	0.555
765	stimulus/standard	None	None	0.562	0.000
766	stimulus/deviant	None	None	0.000	0.633
767	stimulus/standard	None	None		0.000
768	stimulus/standard	None	None	0.609	0.000
769	stimulus/deviant	None	None	0.000	0.633
770	stimulus/standard	None	None		0.000
771	stimulus/standard	None	None		0.000
772	stimulus/standard	None	None	0.539	0.000
773	stimulus/deviant	None	None	0.000	0.555
774	stimulus/standard	None	None		0.000
775	stimulus/standard	None	None		0.000
776	stimulus/standard	None	None	0.570	0.000
777	stimulus/deviant	None	None	0.000	0.602
778	stimulus/standard	None	None		0.000
779	stimulus/standard	None	None		0.000
780	stimulus/standard	None	None		0.000
781	stimulus/standard	None	None		0.000
782	stimulus/standard	None	None		0.000
783	stimulus/standard	None	None		0.000
784	stimulus/standard	None	None		0.000
785	stimulus/standard	None	None	0.586	0.000
786	stimulus/deviant	None	None	0.000	0.617
787	stimulus/standard	None	None		0.000
788	stimulus/standard	None	None		0.000
789	stimulus/standard	None	None		0.000
790	stimulus/standard	None	None		0.000
791	stimulus/standard	None	None		0.000
792	stimulus/standard	None	None		0.000
793	stimulus/standard	None	None		0.000
794	stimulus/standard	None	None		0.000
795	stimulus/standard	None	None		0.000
796	stimulus/standard	None	None	0.625	0.000
797	stimulus/deviant	None	None	0.000	0.578
798	stimulus/standard	None	None		0.000
799	stimulus/standard	None	None	0.562	0.000
800	stimulus/deviant	None	None	0.000	0.570
801	stimulus/standard	None	None		0.000
802	stimulus/standard	None	None		0.000
803	stimulus/standard	None	None		0.000
804	stimulus/standard	None	None		0.000
805	stimulus/standard	None	None	0.586	0.000
806	stimulus/deviant	None	None	0.000	0.555
807	stimulus/standard	None	None	0.570	0.000
808	stimulus/deviant	None	None	0.000	0.602
809	stimulus/standard	None	None	0.586	0.000
810	stimulus/deviant	None	None	0.000	0.609
811	stimulus/standard	None	None		0.000
812	stimulus/standard	None	None		0.000
813	stimulus/standard	None	None		0.000
814	stimulus/standard	None	None		0.000
815	stimulus/standard	None	None		0.000
816	stimulus/standard	None	None		0.000
817	stimulus/standard	None	None		0.000
818	stimulus/standard	None	None		0.000
819	stimulus/standard	None	None		0.000
820	stimulus/standard	None	None		0.000
821	stimulus/standard	None	None		0.000
822	stimulus/standard	None	None	0.617	0.000
823	stimulus/deviant	None	None	0.000	0.586
824	stimulus/standard	None	None		0.000
825	stimulus/standard	None	None		0.000
826	stimulus/standard	None	None		0.000
827	stimulus/standard	None	None	0.578	0.000
828	stimulus/deviant	None	None	0.000	0.547
829	stimulus/standard	None	None		0.000
830	stimulus/standard	None	None		0.000
831	stimulus/standard	None	None		0.000
832	stimulus/standard	None	None		0.000
833	stimulus/standard	None	None		0.000
834	stimulus/standard	None	None	0.609	0.000
835	stimulus/deviant	None	None	0.000	0.555
836	stimulus/standard	None	None		0.000
837	stimulus/standard	None	None	0.555	0.000
838	stimulus/deviant	None	None	0.000	0.562
839	stimulus/standard	None	None		0.000
840	stimulus/standard	None	None	0.555	0.000
841	stimulus/deviant	None	None	0.000	0.633
842	stimulus/standard	None	None		0.000
843	stimulus/standard	None	None		0.000
844	stimulus/standard	None	None		0.000
845	stimulus/standard	None	None	0.578	0.000
846	stimulus/deviant	None	None	0.000	0.562
847	stimulus/standard	None	None		0.000
848	stimulus/standard	None	None	0.633	0.000
849	stimulus/deviant	None	None	0.000	0.562
850	stimulus/standard	None	None		0.000
851	stimulus/standard	None	None		0.000
852	stimulus/standard	None	None		0.000
853	stimulus/standard	None	None	0.531	0.000
854	stimulus/deviant	None	None	0.000	0.547
855	stimulus/standard	None	None		0.000
856	stimulus/standard	None	None	0.648	0.000
857	stimulus/deviant	None	None	0.000	0.555
858	stimulus/standard	None	None		0.000
859	stimulus/standard	None	None	0.648	0.000
860	stimulus/deviant	None	None	0.000	0.562
861	stimulus/standard	None	None		0.000
862	stimulus/standard	None	None		0.000
863	stimulus/standard	None	None		0.000
864	stimulus/standard	None	None	0.562	0.000
865	stimulus/deviant	None	None	0.000	0.609
866	stimulus/standard	None	None		0.000
867	stimulus/standard	None	None		0.000
868	stimulus/standard	None	None		0.000
869	stimulus/standard	None	None		0.000
870	stimulus/standard	None	None	0.633	0.000
871	stimulus/deviant	None	None	0.000	0.586
872	stimulus/standard	None	None		0.000
873	stimulus/standard	None	None		0.000
874	stimulus/standard	None	None		0.000
875	stimulus/standard	None	None		0.000
876	stimulus/standard	None	None		0.000
877	stimulus/standard	None	None		0.000
878	stimulus/standard	None	None		0.000
879	stimulus/standard	None	None		0.000
880	stimulus/standard	None	None	0.633	0.000
881	stimulus/deviant	None	None	0.000	0.609
882	stimulus/standard	None	None		0.000
883	stimulus/standard	None	None		0.000
884	stimulus/standard	None	None		0.000
885	stimulus/standard	None	None		0.000
886	stimulus/standard	None	None	0.586	0.000
887	stimulus/deviant	None	None	0.000	0.547
888	stimulus/standard	None	None		0.000
889	stimulus/standard	None	None		0.000
890	stimulus/standard	None	None		0.000
891	stimulus/standard	None	None	0.602	0.000
892	stimulus/deviant	None	None	0.000	0.586
893	stimulus/standard	None	None		0.000
894	stimulus/standard	None	None		0.000
895	stimulus/standard	None	None	0.586	0.000
896	stimulus/deviant	None	None	0.000	0.578
897	stimulus/standard	None	None		0.000
898	stimulus/standard	None	None		0.000
899	stimulus/standard	None	None		0.000
900	stimulus/standard	None	None		0.000
901	stimulus/standard	None	None		0.000
902	stimulus/standard	None	None		0.000
903	stimulus/standard	None	None		0.000
904	stimulus/standard	None	None		0.000
905	stimulus/standard	None	None		0.000
906	stimulus/standard	None	None		0.000
907	stimulus/standard	None	None	0.547	0.000
908	stimulus/deviant	None	None	0.000	0.547
909	stimulus/standard	None	None		0.000
910	stimulus/standard	None	None	0.555	0.000
911	stimulus/deviant	None	None	0.000	0.602
912	stimulus/standard	None	None		0.000
913	stimulus/standard	None	None		0.000
914	stimulus/standard	None	None	0.578	0.000
915	stimulus/deviant	None	None	0.000	0.570
916	stimulus/standard	None	None	0.602	0.000
917	stimulus/deviant	None	None	0.000	0.570
918	stimulus/standard	None	None		0.000
919	stimulus/standard	None	None		0.000
920	stimulus/standard	None	None		0.000
921	stimulus/standard	None	None		0.000
922	stimulus/standard	None	None		0.000
923	stimulus/standard	None	None		0.000
924	stimulus/standard	None	None		0.000
925	stimulus/standard	None	None		0.000
926	stimulus/standard	None	None		0.000
927	stimulus/standard	None	None		0.000
928	stimulus/standard	None	None	0.633	0.000
929	stimulus/deviant	None	None	0.000	0.586
930	stimulus/standard	None	None		0.000
931	stimulus/standard	None	None	0.586	0.000
932	stimulus/deviant	None	None	0.000	0.547
933	stimulus/standard	None	None		0.000
934	stimulus/standard	None	None	0.625	0.000
935	stimulus/deviant	None	None	0.000	0.578
936	stimulus/standard	None	None		0.000
937	stimulus/standard	None	None		0.000
938	stimulus/standard	None	None		0.000
939	stimulus/standard	None	None		0.000
940	stimulus/standard	None	None		0.000
941	stimulus/standard	None	None	0.570	0.000
942	stimulus/deviant	None	None	0.000	0.570
943	stimulus/standard	None	None		0.000
944	stimulus/standard	None	None		0.000
945	stimulus/standard	None	None		0.000
946	stimulus/standard	None	None		0.000
947	stimulus/standard	None	None		0.000
948	stimulus/standard	None	None		0.000
949	stimulus/standard	None	None		0.000
950	stimulus/standard	None	None		0.000
951	stimulus/standard	None	None	0.547	0.000
952	stimulus/deviant	None	None	0.000	0.523
953	stimulus/standard	None	None		0.000
954	stimulus/standard	None	None		0.000
955	stimulus/standard	None	None	0.570	0.000
956	stimulus/deviant	None	None	0.000	0.625
957	stimulus/standard	None	None		0.000
958	stimulus/standard	None	None		0.000
959	stimulus/standard	None	None		0.000
960	stimulus/standard	None	None		0.000
961	stimulus/standard	None	None	0.555	0.000
962	stimulus/deviant	None	None	0.000	0.594
963	stimulus/standard	None	None		0.000
964	stimulus/standard	None	None		0.000
965	stimulus/standard	None	None	0.641	0.000
966	stimulus/deviant	None	None	0.000	0.602
967	stimulus/standard	None	None		0.000
968	stimulus/standard	None	None		0.000
969	stimulus/standard	None	None		0.000
970	stimulus/standard	None	None		0.000
971	stimulus/standard	None	None	0.578	0.000
972	stimulus/deviant	None	None	0.000	0.625
973	stimulus/standard	None	None		0.000
974	stimulus/standard	None	None	0.633	0.000
975	stimulus/deviant	None	None	0.000	0.617
976	stimulus/standard	None	None	0.602	0.000
977	stimulus/deviant	None	None	0.000	0.586
978	stimulus/standard	None	None		0.000
979	stimulus/standard	None	None		0.000
980	stimulus/standard	None	None		0.000
981	stimulus/standard	None	None		0.000
982	stimulus/standard	None	None		0.000
983	stimulus/standard	None	None		0.000
984	stimulus/standard	None	None		0.000

985 rows × 6 columns

ERP image (EEG) epochs clean

Drop log epochs clean

No epochs exceeded the rejection thresholds. Nothing was dropped.

PSD epochs clean

Condition: stimulus/standard evoked stimulus/standard

Info evoked stimulus/standard

	General
	MNE object type	EvokedArray
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Aggregation	average of 785 epochs
	Condition	stimulus/standard
	Time range	-0.203 – 0.797 s
	Baseline	-0.203 – 0.000 s
	Sampling frequency	128.00 Hz
	Time points	129
	Channels
	EEG	and
	Head & sensor digitization	33 points
	Filters
	Highpass	0.10 Hz
	Lowpass	64.00 Hz

Time course (EEG) evoked stimulus/standard

Topographies evoked stimulus/standard

Move the slider or click on the image and use the ← and → keys to browse.

Global field power evoked stimulus/standard

Condition: stimulus/deviant evoked stimulus/deviant

Info evoked stimulus/deviant

	General
	MNE object type	EvokedArray
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Aggregation	average of 200 epochs
	Condition	stimulus/deviant
	Time range	-0.203 – 0.797 s
	Baseline	-0.203 – 0.000 s
	Sampling frequency	128.00 Hz
	Time points	129
	Channels
	EEG	and
	Head & sensor digitization	33 points
	Filters
	Highpass	0.10 Hz
	Lowpass	64.00 Hz

Time course (EEG) evoked stimulus/deviant

Topographies evoked stimulus/deviant

Move the slider or click on the image and use the ← and → keys to browse.

Global field power evoked stimulus/deviant

Contrast: stimulus/deviant+stimulus/standard contrast evoked stimulus/deviant+stimulus/standard

Info evoked stimulus/deviant+stimulus/standard contrast

	General
	MNE object type	EvokedArray
	Measurement date	Unknown
	Participant	sub-015
	Experimenter	Unknown
	Acquisition
	Aggregation	average of 159 epochs
	Condition	stimulus/deviant - stimulus/standard
	Time range	-0.203 – 0.797 s
	Baseline	-0.203 – 0.000 s
	Sampling frequency	128.00 Hz
	Time points	129
	Channels
	EEG	and
	Head & sensor digitization	33 points
	Filters
	Highpass	0.10 Hz
	Lowpass	64.00 Hz

Time course (EEG) evoked stimulus/deviant+stimulus/standard contrast

Topographies evoked stimulus/deviant+stimulus/standard contrast

Move the slider or click on the image and use the ← and → keys to browse.

Global field power evoked stimulus/deviant+stimulus/standard contrast

Decoding: full-epochs contrast decoding epochs stimulus/deviant–stimulus/standard

Full-epochs decoding epochs contrast decoding stimulus/deviant–stimulus/standard

Decoding: time-by-time contrast decoding epochs stimulus/deviant–stimulus/standard

Decoding over time: stimulus/deviant vs. stimulus/standard epochs contrast decoding stimulus/deviant–stimulus/standard

Time generalization: stimulus/deviant vs. stimulus/standard epochs contrast decoding stimulus/deviant–stimulus/standard

Configuration file configuration

  """ERP CORE.

This example demonstrates how to process 5 participants from the
[ERP CORE](https://erpinfo.org/erp-core) dataset. It shows how to obtain 7 ERP
components from a total of 6 experimental tasks:

- N170 (face perception)
- MMN (passive auditory oddball)
- N2pc (visual search)
- N400 (word pair judgment)
- P3b (active visual oddball)
- LRP and ERN (flankers task)

## Dataset information

- **Authors:** Emily S. Kappenman, Jaclyn L. Farrens, Wendy Zhang,
                       Andrew X. Stewart, and Steven J. Luck
- **License:** CC-BY-4.0
- **URL:** [https://erpinfo.org/erp-core](https://erpinfo.org/erp-core)
- **Citation:** Kappenman, E., Farrens, J., Zhang, W., Stewart, A. X.,
                & Luck, S. J. (2021). ERP CORE: An open resource for human
                event-related potential research. *NeuroImage* 225: 117465.
                [https://doi.org/10.1016/j.neuroimage.2020.117465](https://doi.org/10.1016/j.neuroimage.2020.117465)
"""

import argparse
import sys

import mne

bids_root = "~/mne_data/ERP_CORE"
deriv_root = "~/mne_data/derivatives/mne-bids-pipeline/ERP_CORE"

# Find the --task option
args = [arg for arg in sys.argv if arg.startswith("--task") or not arg.startswith("-")]
parser = argparse.ArgumentParser()
parser.add_argument("ignored", nargs="*")
parser.add_argument(
    "--task", choices=("N400", "ERN", "LRP", "MMN", "N2pc", "N170", "P3"), required=True
)
task = parser.parse_args(args).task
sessions = [task]

subjects = ["015", "016", "017", "018", "019"]

ch_types = ["eeg"]
interactive = False

raw_resample_sfreq = 128
# Suppress "Data file name in EEG.data (sub-019_task-ERN_eeg.fdt) is incorrect..."
read_raw_bids_verbose = "error"

eeg_template_montage = mne.channels.make_standard_montage("standard_1005")
eeg_bipolar_channels = {
    "HEOG": ("HEOG_left", "HEOG_right"),
    "VEOG": ("VEOG_lower", "FP2"),
}
drop_channels = ["HEOG_left", "HEOG_right", "VEOG_lower"]
eog_channels = ["HEOG", "VEOG"]

l_freq = 0.1
h_freq = None
notch_freq = 60

decode = True
decoding_time_generalization = True
decoding_time_generalization_decim = 2

find_breaks = True
min_break_duration = 10
t_break_annot_start_after_previous_event = 3.0
t_break_annot_stop_before_next_event = 1.5

if task == "N400":  # test autoreject local without ICA
    spatial_filter = None
    reject = "autoreject_local"
    autoreject_n_interpolate = [2, 4]
elif task == "N170":  # test autoreject local before ICA
    spatial_filter = "ica"
    ica_reject = "autoreject_local"
    reject = "autoreject_global"
    autoreject_n_interpolate = [2, 4]
else:
    spatial_filter = "ica"
    ica_reject = dict(eeg=350e-6, eog=500e-6)
    reject = "autoreject_global"

# These settings are only used for the cases where spatial_filter="ica"
ica_max_iterations = 1000
ica_eog_threshold = 2
ica_decim = 2  # speed up ICA fitting

run_source_estimation = False
on_rename_missing_events = "ignore"

parallel_backend = "dask"
dask_worker_memory_limit = "2.5G"
n_jobs = 4

if task == "N400":
    dask_open_dashboard = True

    rename_events = {
        "response/201": "response/correct",
        "response/202": "response/error",
        "stimulus/111": "stimulus/prime/related",
        "stimulus/112": "stimulus/prime/related",
        "stimulus/121": "stimulus/prime/unrelated",
        "stimulus/122": "stimulus/prime/unrelated",
        "stimulus/211": "stimulus/target/related",
        "stimulus/212": "stimulus/target/related",
        "stimulus/221": "stimulus/target/unrelated",
        "stimulus/222": "stimulus/target/unrelated",
    }

    eeg_reference = ["P9", "P10"]
    epochs_tmin = -0.2
    epochs_tmax = 0.8
    epochs_metadata_tmin = 0
    epochs_metadata_tmax = 1.5
    epochs_metadata_keep_first = ["stimulus/target", "response"]
    baseline = (None, 0)

    conditions = {
        "related": '`first_stimulus/target` == "related" and '
        'first_response == "correct"',
        "unrelated": '`first_stimulus/target` == "unrelated" and '
        'first_response == "correct"',
    }
    contrasts = [("unrelated", "related")]
    cluster_forming_t_threshold = 1.5  # Only for testing!
    cluster_permutation_p_threshold = 0.2  # Only for testing!
elif task == "ERN":
    rename_events = {
        "stimulus/11": "compatible/left",
        "stimulus/12": "compatible/right",
        "stimulus/21": "incompatible/left",
        "stimulus/22": "incompatible/right",
        "response/111": "response/correct",
        "response/112": "response/incorrect",
        "response/121": "response/correct",
        "response/122": "response/incorrect",
        "response/211": "response/incorrect",
        "response/212": "response/correct",
        "response/221": "response/incorrect",
        "response/222": "response/correct",
    }

    eeg_reference = ["P9", "P10"]
    epochs_tmin = -0.6
    epochs_tmax = 0.4
    baseline = (-0.4, -0.2)
    conditions = ["response/correct", "response/incorrect"]
    contrasts = [("response/incorrect", "response/correct")]
    cluster_forming_t_threshold = 5  # Only for testing!
    cluster_permutation_p_threshold = 0.2  # Only for testing!
    decoding_csp = True
    decoding_csp_freqs = {
        "theta": [4, 7],
        "alpha": [8, 12],
        "beta": [13, 20, 30],
        "gamma": [50, 63],
    }
    decoding_csp_times = [-0.2, 0.0, 0.2, 0.4]
elif task == "LRP":
    rename_events = {
        "stimulus/11": "compatible/left",
        "stimulus/12": "compatible/right",
        "stimulus/21": "incompatible/left",
        "stimulus/22": "incompatible/right",
        "response/111": "response/left/correct",
        "response/112": "response/left/incorrect",
        "response/121": "response/left/correct",
        "response/122": "response/left/incorrect",
        "response/211": "response/right/incorrect",
        "response/212": "response/right/correct",
        "response/221": "response/right/incorrect",
        "response/222": "response/right/correct",
    }

    eeg_reference = ["P9", "P10"]
    epochs_tmin = -0.8
    epochs_tmax = 0.2
    baseline = (None, -0.6)
    conditions = ["response/left", "response/right"]
    contrasts = [("response/right", "response/left")]  # contralateral vs ipsi
elif task == "MMN":
    rename_events = {
        "stimulus/70": "stimulus/deviant",
        "stimulus/80": "stimulus/standard",
    }

    eeg_reference = ["P9", "P10"]
    epochs_tmin = -0.2
    epochs_tmax = 0.8
    baseline = (None, 0)
    conditions = ["stimulus/standard", "stimulus/deviant"]
    contrasts = [("stimulus/deviant", "stimulus/standard")]
elif task == "N2pc":
    rename_events = {
        "response/201": "response/correct",
        "response/202": "response/error",
        "stimulus/111": "stimulus/blue/left",
        "stimulus/112": "stimulus/blue/left",
        "stimulus/121": "stimulus/blue/right",
        "stimulus/122": "stimulus/blue/right",
        "stimulus/211": "stimulus/pink/left",
        "stimulus/212": "stimulus/pink/left",
        "stimulus/221": "stimulus/pink/right",
        "stimulus/222": "stimulus/pink/right",
    }

    eeg_reference = ["P9", "P10"]
    # Analyze all EEG channels -- we only specify the channels here for the purpose of
    # demonstration
    analyze_channels = [
        "FP1",
        "F3",
        "F7",
        "FC3",
        "C3",
        "C5",
        "P3",
        "P7",
        "P9",
        "PO7",
        "PO3",
        "O1",
        "Oz",
        "Pz",
        "CPz",
        "FP2",
        "Fz",
        "F4",
        "F8",
        "FC4",
        "FCz",
        "Cz",
        "C4",
        "C6",
        "P4",
        "P8",
        "P10",
        "PO8",
        "PO4",
        "O2",
    ]

    epochs_tmin = -0.2
    epochs_tmax = 0.8
    baseline = (None, 0)
    conditions = ["stimulus/right", "stimulus/left"]
    contrasts = [("stimulus/right", "stimulus/left")]  # Contralteral vs ipsi
elif task == "N170":
    rename_events = {
        "response/201": "response/correct",
        "response/202": "response/error",
    }

    eeg_reference = "average"
    # Analyze all EEG channels -- we only specify the channels here for the purpose of
    # demonstration
    analyze_channels = [
        "FP1",
        "F3",
        "F7",
        "FC3",
        "C3",
        "C5",
        "P3",
        "P7",
        "P9",
        "PO7",
        "PO3",
        "O1",
        "Oz",
        "Pz",
        "CPz",
        "FP2",
        "Fz",
        "F4",
        "F8",
        "FC4",
        "FCz",
        "Cz",
        "C4",
        "C6",
        "P4",
        "P8",
        "P10",
        "PO8",
        "PO4",
        "O2",
    ]

    ica_n_components = 30 - 1
    for i in range(1, 180 + 1):
        orig_name = f"stimulus/{i}"

        if 1 <= i <= 40:
            new_name = "stimulus/face/normal"
        elif 41 <= i <= 80:
            new_name = "stimulus/car/normal"
        elif 101 <= i <= 140:
            new_name = "stimulus/face/scrambled"
        elif 141 <= i <= 180:
            new_name = "stimulus/car/scrambled"
        else:
            continue

        rename_events[orig_name] = new_name

    epochs_tmin = -0.2
    epochs_tmax = 0.8
    baseline = (None, 0)
    conditions = ["stimulus/face/normal", "stimulus/car/normal"]
    contrasts = [("stimulus/face/normal", "stimulus/car/normal")]
elif task == "P3":
    rename_events = {
        "response/201": "response/correct",
        "response/202": "response/incorrect",
        "stimulus/11": "stimulus/target/11",
        "stimulus/22": "stimulus/target/22",
        "stimulus/33": "stimulus/target/33",
        "stimulus/44": "stimulus/target/44",
        "stimulus/55": "stimulus/target/55",
        "stimulus/21": "stimulus/non-target/21",
        "stimulus/31": "stimulus/non-target/31",
        "stimulus/41": "stimulus/non-target/41",
        "stimulus/51": "stimulus/non-target/51",
        "stimulus/12": "stimulus/non-target/12",
        "stimulus/32": "stimulus/non-target/32",
        "stimulus/42": "stimulus/non-target/42",
        "stimulus/52": "stimulus/non-target/52",
        "stimulus/13": "stimulus/non-target/13",
        "stimulus/23": "stimulus/non-target/23",
        "stimulus/43": "stimulus/non-target/43",
        "stimulus/53": "stimulus/non-target/53",
        "stimulus/14": "stimulus/non-target/14",
        "stimulus/24": "stimulus/non-target/24",
        "stimulus/34": "stimulus/non-target/34",
        "stimulus/54": "stimulus/non-target/54",
        "stimulus/15": "stimulus/non-target/15",
        "stimulus/25": "stimulus/non-target/25",
        "stimulus/35": "stimulus/non-target/35",
        "stimulus/45": "stimulus/non-target/45",
    }

    eeg_reference = ["P9", "P10"]
    epochs_tmin = -0.2
    epochs_tmax = 0.8
    baseline = (None, 0)
    conditions = ["stimulus/target", "stimulus/non-target"]
    contrasts = [("stimulus/target", "stimulus/non-target")]
    cluster_forming_t_threshold = 0.8  # Only for testing!
    cluster_permutation_p_threshold = 0.2  # Only for testing!
else:
    raise RuntimeError(f"Task {task} not currently supported")

System information mne-sysinfo

  Platform             Linux-5.15.0-1057-aws-x86_64-with-glibc2.35
Python               3.10.12 (main, Nov 20 2023, 15:14:05) [GCC 11.4.0]
Executable           /home/circleci/python_env/bin/python3.10
CPU                  x86_64 (36 cores)
Memory               68.6 GB

Core
├☑ mne               1.8.0.dev79+gcaba81b9f (devel, latest release is 1.7.1)
├☑ numpy             2.0.0 (OpenBLAS 0.3.27 with 2 threads)
├☑ scipy             1.13.1
└☑ matplotlib        3.9.0 (backend=agg)

Numerical (optional)
├☑ sklearn           1.5.0
├☑ numba             0.60.0
├☑ nibabel           5.2.1
├☑ pandas            2.2.2
├☑ h5io              0.2.3
├☑ h5py              3.11.0
└☐ unavailable       nilearn, dipy, openmeeg, cupy

Visualization (optional)
├☑ pyvista           0.43.10 (OpenGL 4.5 (Core Profile) Mesa 23.2.1-1ubuntu3.1~22.04.2 via llvmpipe (LLVM 15.0.7, 256 bits))
├☑ pyvistaqt         0.11.1
├☑ vtk               9.3.0
├☑ qtpy              2.4.1 (PyQt6=6.7.1)
└☐ unavailable       ipympl, pyqtgraph, mne-qt-browser, ipywidgets, trame_client, trame_server, trame_vtk, trame_vuetify

Ecosystem (optional)
├☑ mne-bids          0.16.0.dev3+g0e3cbc66a
├☑ mne-bids-pipeline 1.9.0
├☑ edfio             0.4.2
├☑ pybv              0.7.5
└☐ unavailable       mne-nirs, mne-features, mne-connectivity, mne-icalabel, neo, eeglabio, mffpy

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