sub-018, ses-MMN, task-MMN

Raw (original) data-quality raw run-None

Info raw run-None data-quality

General

Measurement date	Unknown
Experimenter	Unknown
Participant	Unknown

Channels

Digitized points	33 points
Good channels	33 EEG
Bad channels	None
EOG channels	Not available
ECG channels	Not available

Data

Sampling frequency	1024.00 Hz
Highpass	0.00 Hz
Lowpass	512.00 Hz
Filenames	sub-018_ses-MMN_task-MMN_eeg.fdt
Duration	00:10:28 (HH:MM:SS)

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

Measurement date	Unknown
Experimenter	Unknown
Participant	sub-018

Channels

Digitized points	33 points
Good channels	30 EEG, 2 EOG
Bad channels	None
EOG channels	HEOG, VEOG
ECG channels	Not available

Data

Sampling frequency	128.00 Hz
Highpass	0.10 Hz
Lowpass	64.00 Hz
Filenames	sub-018_ses-MMN_task-MMN_eeg.fdt
Duration	00:10:28 (HH:MM:SS)

Time series raw run-None filtered

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PSD raw run-None filtered

Events events

Epochs: before cleaning epochs

Info epochs

Number of events	985
Events	stimulus/deviant: 200 stimulus/standard: 785
Time range	-0.203 – 0.797 s
Baseline	off

Metadata epochs

Epoch #	event_name	stimulus/deviant	stimulus/standard
0	stimulus/standard		0.000
1	stimulus/standard		0.000
2	stimulus/standard		0.000
3	stimulus/standard	0.578	0.000
4	stimulus/deviant	0.000	0.602
5	stimulus/standard		0.000
6	stimulus/standard		0.000
7	stimulus/standard		0.000
8	stimulus/standard		0.000
9	stimulus/standard		0.000
10	stimulus/standard		0.000
11	stimulus/standard		0.000
12	stimulus/standard		0.000
13	stimulus/standard		0.000
14	stimulus/standard		0.000
15	stimulus/standard		0.000
16	stimulus/standard	0.625	0.000
17	stimulus/deviant	0.000	0.562
18	stimulus/standard	0.602	0.000
19	stimulus/deviant	0.000	0.609
20	stimulus/standard		0.000
21	stimulus/standard		0.000
22	stimulus/standard		0.000
23	stimulus/standard	0.547	0.000
24	stimulus/deviant	0.000	0.578
25	stimulus/standard		0.000
26	stimulus/standard	0.609	0.000
27	stimulus/deviant	0.000	0.617
28	stimulus/standard		0.000
29	stimulus/standard		0.000
30	stimulus/standard	0.586	0.000
31	stimulus/deviant	0.000	0.633
32	stimulus/standard		0.000
33	stimulus/standard		0.000
34	stimulus/standard		0.000
35	stimulus/standard		0.000
36	stimulus/standard		0.000
37	stimulus/standard		0.000
38	stimulus/standard		0.000
39	stimulus/standard		0.000
40	stimulus/standard		0.000
41	stimulus/standard		0.000
42	stimulus/standard	0.594	0.000
43	stimulus/deviant	0.000	0.594
44	stimulus/standard		0.000
45	stimulus/standard	0.609	0.000
46	stimulus/deviant	0.000	0.555
47	stimulus/standard		0.000
48	stimulus/standard		0.000
49	stimulus/standard	0.609	0.000
50	stimulus/deviant	0.000	0.633
51	stimulus/standard		0.000
52	stimulus/standard	0.609	0.000
53	stimulus/deviant	0.000	0.625
54	stimulus/standard		0.000
55	stimulus/standard	0.633	0.000
56	stimulus/deviant	0.000	0.586
57	stimulus/standard	0.586	0.000
58	stimulus/deviant	0.000	0.570
59	stimulus/standard		0.000
60	stimulus/standard	0.625	0.000
61	stimulus/deviant	0.000	0.633
62	stimulus/standard		0.000
63	stimulus/standard		0.000
64	stimulus/standard		0.000
65	stimulus/standard		0.000
66	stimulus/standard	0.633	0.000
67	stimulus/deviant	0.000	0.555
68	stimulus/standard		0.000
69	stimulus/standard	0.609	0.000
70	stimulus/deviant	0.000	0.562
71	stimulus/standard		0.000
72	stimulus/standard		0.000
73	stimulus/standard		0.000
74	stimulus/standard		0.000
75	stimulus/standard		0.000
76	stimulus/standard		0.000
77	stimulus/standard		0.000
78	stimulus/standard		0.000
79	stimulus/standard	0.578	0.000
80	stimulus/deviant	0.000	0.570
81	stimulus/standard	0.547	0.000
82	stimulus/deviant	0.000	0.594
83	stimulus/standard		0.000
84	stimulus/standard		0.000
85	stimulus/standard		0.000
86	stimulus/standard		0.000
87	stimulus/standard		0.000
88	stimulus/standard		0.000
89	stimulus/standard	0.578	0.000
90	stimulus/deviant	0.000	0.578
91	stimulus/standard		0.000
92	stimulus/standard	0.633	0.000
93	stimulus/deviant	0.000	0.586
94	stimulus/standard	0.594	0.000
95	stimulus/deviant	0.000	0.570
96	stimulus/standard		0.000
97	stimulus/standard		0.000
98	stimulus/standard		0.000
99	stimulus/standard	0.539	0.000
100	stimulus/deviant	0.000	0.562
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		0.000
107	stimulus/standard		0.000
108	stimulus/standard	0.562	0.000
109	stimulus/deviant	0.000	0.633
110	stimulus/standard	0.547	0.000
111	stimulus/deviant	0.000	0.555
112	stimulus/standard	0.594	0.000
113	stimulus/deviant	0.000	0.633
114	stimulus/standard		0.000
115	stimulus/standard		0.000
116	stimulus/standard		0.000
117	stimulus/standard	0.602	0.000
118	stimulus/deviant	0.000	0.617
119	stimulus/standard		0.000
120	stimulus/standard		0.000
121	stimulus/standard		0.000
122	stimulus/standard		0.000
123	stimulus/standard		0.000
124	stimulus/standard	0.602	0.000
125	stimulus/deviant	0.000	0.555
126	stimulus/standard		0.000
127	stimulus/standard		0.000
128	stimulus/standard		0.000
129	stimulus/standard	0.641	0.000
130	stimulus/deviant	0.000	0.617
131	stimulus/standard		0.000
132	stimulus/standard		0.000
133	stimulus/standard		0.000
134	stimulus/standard		0.000
135	stimulus/standard		0.000
136	stimulus/standard	0.625	0.000
137	stimulus/deviant	0.000	0.656
138	stimulus/standard	0.609	0.000
139	stimulus/deviant	0.000	0.594
140	stimulus/standard	0.617	0.000
141	stimulus/deviant	0.000	0.562
142	stimulus/standard		0.000
143	stimulus/standard		0.000
144	stimulus/standard		0.000
145	stimulus/standard		0.000
146	stimulus/standard		0.000
147	stimulus/standard	0.641	0.000
148	stimulus/deviant	0.000	0.578
149	stimulus/standard		0.000
150	stimulus/standard		0.000
151	stimulus/standard		0.000
152	stimulus/standard	0.570	0.000
153	stimulus/deviant	0.000	0.578
154	stimulus/standard		0.000
155	stimulus/standard	0.617	0.000
156	stimulus/deviant	0.000	0.586
157	stimulus/standard		0.000
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	0.602	0.000
164	stimulus/deviant	0.000	0.562
165	stimulus/standard	0.547	0.000
166	stimulus/deviant	0.000	0.609
167	stimulus/standard		0.000
168	stimulus/standard		0.000
169	stimulus/standard	0.578	0.000
170	stimulus/deviant	0.000	0.586
171	stimulus/standard		0.000
172	stimulus/standard		0.000
173	stimulus/standard		0.000
174	stimulus/standard		0.000
175	stimulus/standard		0.000
176	stimulus/standard		0.000
177	stimulus/standard		0.000
178	stimulus/standard		0.000
179	stimulus/standard		0.000
180	stimulus/standard		0.000
181	stimulus/standard		0.000
182	stimulus/standard	0.586	0.000
183	stimulus/deviant	0.000	0.570
184	stimulus/standard		0.000
185	stimulus/standard		0.000
186	stimulus/standard		0.000
187	stimulus/standard		0.000
188	stimulus/standard	0.633	0.000
189	stimulus/deviant	0.000	0.586
190	stimulus/standard		0.000
191	stimulus/standard		0.000
192	stimulus/standard		0.000
193	stimulus/standard	0.555	0.000
194	stimulus/deviant	0.000	0.609
195	stimulus/standard		0.000
196	stimulus/standard		0.000
197	stimulus/standard		0.000
198	stimulus/standard		0.000
199	stimulus/standard	0.602	0.000
200	stimulus/deviant	0.000	0.555
201	stimulus/standard		0.000
202	stimulus/standard		0.000
203	stimulus/standard		0.000
204	stimulus/standard	0.633	0.000
205	stimulus/deviant	0.000	0.609
206	stimulus/standard		0.000
207	stimulus/standard		0.000
208	stimulus/standard		0.000
209	stimulus/standard		0.000
210	stimulus/standard		0.000
211	stimulus/standard	0.594	0.000
212	stimulus/deviant	0.000	0.617
213	stimulus/standard		0.000
214	stimulus/standard	0.609	0.000
215	stimulus/deviant	0.000	0.531
216	stimulus/standard		0.000
217	stimulus/standard		0.000
218	stimulus/standard		0.000
219	stimulus/standard	0.617	0.000
220	stimulus/deviant	0.000	0.570
221	stimulus/standard	0.617	0.000
222	stimulus/deviant	0.000	0.562
223	stimulus/standard	0.570	0.000
224	stimulus/deviant	0.000	0.547
225	stimulus/standard		0.000
226	stimulus/standard		0.000
227	stimulus/standard		0.000
228	stimulus/standard		0.000
229	stimulus/standard		0.000
230	stimulus/standard	0.578	0.000
231	stimulus/deviant	0.000	0.633
232	stimulus/standard		0.000
233	stimulus/standard		0.000
234	stimulus/standard		0.000
235	stimulus/standard		0.000
236	stimulus/standard		0.000
237	stimulus/standard	0.602	0.000
238	stimulus/deviant	0.000	0.586
239	stimulus/standard		0.000
240	stimulus/standard		0.000
241	stimulus/standard		0.000
242	stimulus/standard	0.609	0.000
243	stimulus/deviant	0.000	0.609
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		0.000
250	stimulus/standard		0.000
251	stimulus/standard		0.000
252	stimulus/standard		0.000
253	stimulus/standard	0.594	0.000
254	stimulus/deviant	0.000	0.625
255	stimulus/standard		0.000
256	stimulus/standard	0.578	0.000
257	stimulus/deviant	0.000	0.602
258	stimulus/standard	0.578	0.000
259	stimulus/deviant	0.000	0.625
260	stimulus/standard		0.000
261	stimulus/standard		0.000
262	stimulus/standard		0.000
263	stimulus/standard	0.594	0.000
264	stimulus/deviant	0.000	0.625
265	stimulus/standard	0.641	0.000
266	stimulus/deviant	0.000	0.617
267	stimulus/standard	0.633	0.000
268	stimulus/deviant	0.000	0.633
269	stimulus/standard		0.000
270	stimulus/standard	0.609	0.000
271	stimulus/deviant	0.000	0.609
272	stimulus/standard		0.000
273	stimulus/standard		0.000
274	stimulus/standard	0.555	0.000
275	stimulus/deviant	0.000	0.594
276	stimulus/standard		0.000
277	stimulus/standard		0.000
278	stimulus/standard		0.000
279	stimulus/standard		0.000
280	stimulus/standard		0.000
281	stimulus/standard		0.000
282	stimulus/standard		0.000
283	stimulus/standard	0.633	0.000
284	stimulus/deviant	0.000	0.633
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	0.602	0.000
292	stimulus/deviant	0.000	0.578
293	stimulus/standard		0.000
294	stimulus/standard		0.000
295	stimulus/standard		0.000
296	stimulus/standard		0.000
297	stimulus/standard	0.547	0.000
298	stimulus/deviant	0.000	0.578
299	stimulus/standard		0.000
300	stimulus/standard		0.000
301	stimulus/standard		0.000
302	stimulus/standard	0.586	0.000
303	stimulus/deviant	0.000	0.617
304	stimulus/standard	0.594	0.000
305	stimulus/deviant	0.000	0.586
306	stimulus/standard		0.000
307	stimulus/standard		0.000
308	stimulus/standard		0.000
309	stimulus/standard	0.641	0.000
310	stimulus/deviant	0.000	0.586
311	stimulus/standard		0.000
312	stimulus/standard		0.000
313	stimulus/standard		0.000
314	stimulus/standard		0.000
315	stimulus/standard	0.586	0.000
316	stimulus/deviant	0.000	0.586
317	stimulus/standard		0.000
318	stimulus/standard		0.000
319	stimulus/standard		0.000
320	stimulus/standard		0.000
321	stimulus/standard		0.000
322	stimulus/standard		0.000
323	stimulus/standard		0.000
324	stimulus/standard	0.602	0.000
325	stimulus/deviant	0.000	0.594
326	stimulus/standard	0.609	0.000
327	stimulus/deviant	0.000	0.578
328	stimulus/standard		0.000
329	stimulus/standard		0.000
330	stimulus/standard	0.555	0.000
331	stimulus/deviant	0.000	0.641
332	stimulus/standard		0.000
333	stimulus/standard	0.625	0.000
334	stimulus/deviant	0.000	0.609
335	stimulus/standard		0.000
336	stimulus/standard		0.000
337	stimulus/standard		0.000
338	stimulus/standard	0.562	0.000
339	stimulus/deviant	0.000	0.555
340	stimulus/standard		0.000
341	stimulus/standard		0.000
342	stimulus/standard		0.000
343	stimulus/standard		0.000
344	stimulus/standard		0.000
345	stimulus/standard		0.000
346	stimulus/standard		0.000
347	stimulus/standard		0.000
348	stimulus/standard		0.000
349	stimulus/standard		0.000
350	stimulus/standard	0.562	0.000
351	stimulus/deviant	0.000	0.594
352	stimulus/standard		0.000
353	stimulus/standard		0.000
354	stimulus/standard		0.000
355	stimulus/standard		0.000
356	stimulus/standard		0.000
357	stimulus/standard		0.000
358	stimulus/standard	0.586	0.000
359	stimulus/deviant	0.000	0.617
360	stimulus/standard		0.000
361	stimulus/standard	0.539	0.000
362	stimulus/deviant	0.000	0.578
363	stimulus/standard		0.000
364	stimulus/standard	0.547	0.000
365	stimulus/deviant	0.000	0.562
366	stimulus/standard	0.609	0.000
367	stimulus/deviant	0.000	0.633
368	stimulus/standard		0.000
369	stimulus/standard	0.602	0.000
370	stimulus/deviant	0.000	0.578
371	stimulus/standard		0.000
372	stimulus/standard		0.000
373	stimulus/standard		0.000
374	stimulus/standard		0.000
375	stimulus/standard		0.000
376	stimulus/standard	0.633	0.000
377	stimulus/deviant	0.000	0.578
378	stimulus/standard		0.000
379	stimulus/standard		0.000
380	stimulus/standard		0.000
381	stimulus/standard	0.578	0.000
382	stimulus/deviant	0.000	0.609
383	stimulus/standard		0.000
384	stimulus/standard		0.000
385	stimulus/standard		0.000
386	stimulus/standard		0.000
387	stimulus/standard		0.000
388	stimulus/standard		0.000
389	stimulus/standard		0.000
390	stimulus/standard		0.000
391	stimulus/standard		0.000
392	stimulus/standard	0.609	0.000
393	stimulus/deviant	0.000	0.547
394	stimulus/standard		0.000
395	stimulus/standard		0.000
396	stimulus/standard	0.539	0.000
397	stimulus/deviant	0.000	0.578
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
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406	stimulus/standard		0.000
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411	stimulus/standard		0.000
412	stimulus/standard		0.000
413	stimulus/standard	0.594	0.000
414	stimulus/deviant	0.000	0.602
415	stimulus/standard		0.000
416	stimulus/standard		0.000
417	stimulus/standard		0.000
418	stimulus/standard		0.000
419	stimulus/standard		0.000
420	stimulus/standard	0.602	0.000
421	stimulus/deviant	0.000	0.609
422	stimulus/standard	0.602	0.000
423	stimulus/deviant	0.000	0.578
424	stimulus/standard		0.000
425	stimulus/standard		0.000
426	stimulus/standard		0.000
427	stimulus/standard	0.562	0.000
428	stimulus/deviant	0.000	0.586
429	stimulus/standard		0.000
430	stimulus/standard		0.000
431	stimulus/standard	0.625	0.000
432	stimulus/deviant	0.000	0.586
433	stimulus/standard		0.000
434	stimulus/standard		0.000
435	stimulus/standard		0.000
436	stimulus/standard		0.000
437	stimulus/standard		0.000
438	stimulus/standard		0.000
439	stimulus/standard	0.586	0.000
440	stimulus/deviant	0.000	0.547
441	stimulus/standard		0.000
442	stimulus/standard	0.547	0.000
443	stimulus/deviant	0.000	0.602
444	stimulus/standard	0.539	0.000
445	stimulus/deviant	0.000	0.578
446	stimulus/standard		0.000
447	stimulus/standard		0.000
448	stimulus/standard	0.586	0.000
449	stimulus/deviant	0.000	0.602
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	0.578	0.000
456	stimulus/deviant	0.000	0.641
457	stimulus/standard		0.000
458	stimulus/standard		0.000
459	stimulus/standard	0.539	0.000
460	stimulus/deviant	0.000	0.617
461	stimulus/standard		0.000
462	stimulus/standard	0.617	0.000
463	stimulus/deviant	0.000	0.555
464	stimulus/standard		0.000
465	stimulus/standard		0.000
466	stimulus/standard	0.602	0.000
467	stimulus/deviant	0.000	0.609
468	stimulus/standard		0.000
469	stimulus/standard	0.617	0.000
470	stimulus/deviant	0.000	0.555
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476	stimulus/standard		0.000
477	stimulus/standard		0.000
478	stimulus/standard	0.617	0.000
479	stimulus/deviant	0.000	0.594
480	stimulus/standard		0.000
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485	stimulus/standard		0.000
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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	0.648	0.000
494	stimulus/deviant	0.000	0.609
495	stimulus/standard		0.000
496	stimulus/standard		0.000
497	stimulus/standard		0.000
498	stimulus/standard	0.586	0.000
499	stimulus/deviant	0.000	0.578
500	stimulus/standard	0.562	0.000
501	stimulus/deviant	0.000	0.555
502	stimulus/standard		0.000
503	stimulus/standard	0.617	0.000
504	stimulus/deviant	0.000	0.602
505	stimulus/standard	0.633	0.000
506	stimulus/deviant	0.000	0.539
507	stimulus/standard	0.617	0.000
508	stimulus/deviant	0.000	0.602
509	stimulus/standard		0.000
510	stimulus/standard		0.000
511	stimulus/standard		0.000
512	stimulus/standard		0.000
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514	stimulus/standard		0.000
515	stimulus/standard		0.000
516	stimulus/standard		0.000
517	stimulus/standard		0.000
518	stimulus/standard		0.000
519	stimulus/standard	0.602	0.000
520	stimulus/deviant	0.000	0.539
521	stimulus/standard		0.000
522	stimulus/standard	0.633	0.000
523	stimulus/deviant	0.000	0.602
524	stimulus/standard		0.000
525	stimulus/standard		0.000
526	stimulus/standard	0.547	0.000
527	stimulus/deviant	0.000	0.578
528	stimulus/standard	0.555	0.000
529	stimulus/deviant	0.000	0.609
530	stimulus/standard		0.000
531	stimulus/standard		0.000
532	stimulus/standard		0.000
533	stimulus/standard		0.000
534	stimulus/standard		0.000
535	stimulus/standard		0.000
536	stimulus/standard		0.000
537	stimulus/standard	0.562	0.000
538	stimulus/deviant	0.000	0.617
539	stimulus/standard		0.000
540	stimulus/standard		0.000
541	stimulus/standard	0.547	0.000
542	stimulus/deviant	0.000	0.547
543	stimulus/standard		0.000
544	stimulus/standard		0.000
545	stimulus/standard	0.531	0.000
546	stimulus/deviant	0.000	0.578
547	stimulus/standard	0.609	0.000
548	stimulus/deviant	0.000	0.633
549	stimulus/standard		0.000
550	stimulus/standard		0.000
551	stimulus/standard		0.000
552	stimulus/standard		0.000
553	stimulus/standard	0.539	0.000
554	stimulus/deviant	0.000	0.625
555	stimulus/standard		0.000
556	stimulus/standard	0.617	0.000
557	stimulus/deviant	0.000	0.562
558	stimulus/standard	0.617	0.000
559	stimulus/deviant	0.000	0.602
560	stimulus/standard	0.617	0.000
561	stimulus/deviant	0.000	0.633
562	stimulus/standard		0.000
563	stimulus/standard		0.000
564	stimulus/standard		0.000
565	stimulus/standard		0.000
566	stimulus/standard		0.000
567	stimulus/standard	0.609	0.000
568	stimulus/deviant	0.000	0.578
569	stimulus/standard		0.000
570	stimulus/standard	0.539	0.000
571	stimulus/deviant	0.000	0.547
572	stimulus/standard	0.633	0.000
573	stimulus/deviant	0.000	0.617
574	stimulus/standard		0.000
575	stimulus/standard	0.594	0.000
576	stimulus/deviant	0.000	0.531
577	stimulus/standard		0.000
578	stimulus/standard	0.562	0.000
579	stimulus/deviant	0.000	0.562
580	stimulus/standard		0.000
581	stimulus/standard		0.000
582	stimulus/standard	0.617	0.000
583	stimulus/deviant	0.000	0.578
584	stimulus/standard		0.000
585	stimulus/standard		0.000
586	stimulus/standard	0.547	0.000
587	stimulus/deviant	0.000	0.562
588	stimulus/standard		0.000
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	0.617	0.000
595	stimulus/deviant	0.000	0.539
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		0.000
602	stimulus/standard		0.000
603	stimulus/standard		0.000
604	stimulus/standard		0.000
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	0.570	0.000
611	stimulus/deviant	0.000	0.602
612	stimulus/standard		0.000
613	stimulus/standard	0.578	0.000
614	stimulus/deviant	0.000	0.617
615	stimulus/standard	0.586	0.000
616	stimulus/deviant	0.000	0.562
617	stimulus/standard		0.000
618	stimulus/standard		0.000
619	stimulus/standard		0.000
620	stimulus/standard		0.000
621	stimulus/standard		0.000
622	stimulus/standard		0.000
623	stimulus/standard		0.000
624	stimulus/standard		0.000
625	stimulus/standard	0.586	0.000
626	stimulus/deviant	0.000	0.547
627	stimulus/standard		0.000
628	stimulus/standard	0.602	0.000
629	stimulus/deviant	0.000	0.594
630	stimulus/standard	0.602	0.000
631	stimulus/deviant	0.000	0.625
632	stimulus/standard		0.000
633	stimulus/standard	0.633	0.000
634	stimulus/deviant	0.000	0.547
635	stimulus/standard		0.000
636	stimulus/standard		0.000
637	stimulus/standard	0.594	0.000
638	stimulus/deviant	0.000	0.648
639	stimulus/standard		0.000
640	stimulus/standard		0.000
641	stimulus/standard		0.000
642	stimulus/standard		0.000
643	stimulus/standard	0.570	0.000
644	stimulus/deviant	0.000	0.586
645	stimulus/standard		0.000
646	stimulus/standard		0.000
647	stimulus/standard	0.602	0.000
648	stimulus/deviant	0.000	0.609
649	stimulus/standard	0.547	0.000
650	stimulus/deviant	0.000	0.547
651	stimulus/standard	0.633	0.000
652	stimulus/deviant	0.000	0.609
653	stimulus/standard		0.000
654	stimulus/standard		0.000
655	stimulus/standard		0.000
656	stimulus/standard	0.633	0.000
657	stimulus/deviant	0.000	0.562
658	stimulus/standard	0.609	0.000
659	stimulus/deviant	0.000	0.562
660	stimulus/standard		0.000
661	stimulus/standard		0.000
662	stimulus/standard	0.586	0.000
663	stimulus/deviant	0.000	0.562
664	stimulus/standard		0.000
665	stimulus/standard		0.000
666	stimulus/standard		0.000
667	stimulus/standard		0.000
668	stimulus/standard		0.000
669	stimulus/standard	0.555	0.000
670	stimulus/deviant	0.000	0.625
671	stimulus/standard		0.000
672	stimulus/standard		0.000
673	stimulus/standard		0.000
674	stimulus/standard	0.570	0.000
675	stimulus/deviant	0.000	0.594
676	stimulus/standard		0.000
677	stimulus/standard	0.625	0.000
678	stimulus/deviant	0.000	0.617
679	stimulus/standard	0.547	0.000
680	stimulus/deviant	0.000	0.641
681	stimulus/standard		0.000
682	stimulus/standard		0.000
683	stimulus/standard		0.000
684	stimulus/standard		0.000
685	stimulus/standard		0.000
686	stimulus/standard		0.000
687	stimulus/standard		0.000
688	stimulus/standard		0.000
689	stimulus/standard	0.570	0.000
690	stimulus/deviant	0.000	0.547
691	stimulus/standard	0.555	0.000
692	stimulus/deviant	0.000	0.602
693	stimulus/standard		0.000
694	stimulus/standard		0.000
695	stimulus/standard		0.000
696	stimulus/standard		0.000
697	stimulus/standard	0.547	0.000
698	stimulus/deviant	0.000	0.539
699	stimulus/standard		0.000
700	stimulus/standard	0.570	0.000
701	stimulus/deviant	0.000	0.539
702	stimulus/standard		0.000
703	stimulus/standard		0.000
704	stimulus/standard		0.000
705	stimulus/standard		0.000
706	stimulus/standard		0.000
707	stimulus/standard		0.000
708	stimulus/standard		0.000
709	stimulus/standard		0.000
710	stimulus/standard		0.000
711	stimulus/standard		0.000
712	stimulus/standard		0.000
713	stimulus/standard		0.000
714	stimulus/standard	0.617	0.000
715	stimulus/deviant	0.000	0.633
716	stimulus/standard		0.000
717	stimulus/standard	0.562	0.000
718	stimulus/deviant	0.000	0.531
719	stimulus/standard		0.000
720	stimulus/standard		0.000
721	stimulus/standard		0.000
722	stimulus/standard		0.000
723	stimulus/standard	0.602	0.000
724	stimulus/deviant	0.000	0.570
725	stimulus/standard		0.000
726	stimulus/standard		0.000
727	stimulus/standard		0.000
728	stimulus/standard	0.617	0.000
729	stimulus/deviant	0.000	0.539
730	stimulus/standard		0.000
731	stimulus/standard	0.562	0.000
732	stimulus/deviant	0.000	0.602
733	stimulus/standard		0.000
734	stimulus/standard		0.000
735	stimulus/standard		0.000
736	stimulus/standard		0.000
737	stimulus/standard		0.000
738	stimulus/standard		0.000
739	stimulus/standard		0.000
740	stimulus/standard		0.000
741	stimulus/standard		0.000
742	stimulus/standard		0.000
743	stimulus/standard		0.000
744	stimulus/standard	0.578	0.000
745	stimulus/deviant	0.000	0.594
746	stimulus/standard	0.570	0.000
747	stimulus/deviant	0.000	0.617
748	stimulus/standard		0.000
749	stimulus/standard		0.000
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		0.000
759	stimulus/standard	0.602	0.000
760	stimulus/deviant	0.000	0.609
761	stimulus/standard		0.000
762	stimulus/standard		0.000
763	stimulus/standard		0.000
764	stimulus/standard	0.641	0.000
765	stimulus/deviant	0.000	0.625
766	stimulus/standard		0.000
767	stimulus/standard		0.000
768	stimulus/standard		0.000
769	stimulus/standard		0.000
770	stimulus/standard	0.609	0.000
771	stimulus/deviant	0.000	0.609
772	stimulus/standard		0.000
773	stimulus/standard		0.000
774	stimulus/standard		0.000
775	stimulus/standard	0.555	0.000
776	stimulus/deviant	0.000	0.625
777	stimulus/standard	0.570	0.000
778	stimulus/deviant	0.000	0.617
779	stimulus/standard		0.000
780	stimulus/standard	0.586	0.000
781	stimulus/deviant	0.000	0.570
782	stimulus/standard	0.602	0.000
783	stimulus/deviant	0.000	0.633
784	stimulus/standard		0.000
785	stimulus/standard	0.617	0.000
786	stimulus/deviant	0.000	0.602
787	stimulus/standard	0.594	0.000
788	stimulus/deviant	0.000	0.539
789	stimulus/standard		0.000
790	stimulus/standard	0.609	0.000
791	stimulus/deviant	0.000	0.547
792	stimulus/standard		0.000
793	stimulus/standard		0.000
794	stimulus/standard		0.000
795	stimulus/standard	0.602	0.000
796	stimulus/deviant	0.000	0.555
797	stimulus/standard	0.531	0.000
798	stimulus/deviant	0.000	0.586
799	stimulus/standard		0.000
800	stimulus/standard	0.562	0.000
801	stimulus/deviant	0.000	0.609
802	stimulus/standard		0.000
803	stimulus/standard		0.000
804	stimulus/standard		0.000
805	stimulus/standard		0.000
806	stimulus/standard	0.586	0.000
807	stimulus/deviant	0.000	0.602
808	stimulus/standard		0.000
809	stimulus/standard		0.000
810	stimulus/standard		0.000
811	stimulus/standard		0.000
812	stimulus/standard		0.000
813	stimulus/standard	0.555	0.000
814	stimulus/deviant	0.000	0.586
815	stimulus/standard		0.000
816	stimulus/standard		0.000
817	stimulus/standard	0.570	0.000
818	stimulus/deviant	0.000	0.602
819	stimulus/standard		0.000
820	stimulus/standard	0.594	0.000
821	stimulus/deviant	0.000	0.602
822	stimulus/standard		0.000
823	stimulus/standard		0.000
824	stimulus/standard		0.000
825	stimulus/standard		0.000
826	stimulus/standard		0.000
827	stimulus/standard	0.648	0.000
828	stimulus/deviant	0.000	0.562
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		0.000
835	stimulus/standard		0.000
836	stimulus/standard		0.000
837	stimulus/standard		0.000
838	stimulus/standard	0.578	0.000
839	stimulus/deviant	0.000	0.539
840	stimulus/standard		0.000
841	stimulus/standard	0.609	0.000
842	stimulus/deviant	0.000	0.547
843	stimulus/standard	0.586	0.000
844	stimulus/deviant	0.000	0.633
845	stimulus/standard		0.000
846	stimulus/standard		0.000
847	stimulus/standard		0.000
848	stimulus/standard	0.555	0.000
849	stimulus/deviant	0.000	0.547
850	stimulus/standard		0.000
851	stimulus/standard		0.000
852	stimulus/standard		0.000
853	stimulus/standard		0.000
854	stimulus/standard		0.000
855	stimulus/standard		0.000
856	stimulus/standard	0.547	0.000
857	stimulus/deviant	0.000	0.602
858	stimulus/standard		0.000
859	stimulus/standard		0.000
860	stimulus/standard		0.000
861	stimulus/standard		0.000
862	stimulus/standard		0.000
863	stimulus/standard		0.000
864	stimulus/standard		0.000
865	stimulus/standard		0.000
866	stimulus/standard	0.586	0.000
867	stimulus/deviant	0.000	0.609
868	stimulus/standard		0.000
869	stimulus/standard		0.000
870	stimulus/standard		0.000
871	stimulus/standard		0.000
872	stimulus/standard		0.000
873	stimulus/standard		0.000
874	stimulus/standard		0.000
875	stimulus/standard	0.633	0.000
876	stimulus/deviant	0.000	0.609
877	stimulus/standard	0.586	0.000
878	stimulus/deviant	0.000	0.562
879	stimulus/standard	0.586	0.000
880	stimulus/deviant	0.000	0.617
881	stimulus/standard		0.000
882	stimulus/standard		0.000
883	stimulus/standard	0.617	0.000
884	stimulus/deviant	0.000	0.578
885	stimulus/standard		0.000
886	stimulus/standard		0.000
887	stimulus/standard		0.000
888	stimulus/standard		0.000
889	stimulus/standard		0.000
890	stimulus/standard	0.586	0.000
891	stimulus/deviant	0.000	0.625
892	stimulus/standard		0.000
893	stimulus/standard		0.000
894	stimulus/standard		0.000
895	stimulus/standard		0.000
896	stimulus/standard		0.000
897	stimulus/standard		0.000
898	stimulus/standard	0.586	0.000
899	stimulus/deviant	0.000	0.594
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		0.000
908	stimulus/standard		0.000
909	stimulus/standard	0.609	0.000
910	stimulus/deviant	0.000	0.562
911	stimulus/standard	0.609	0.000
912	stimulus/deviant	0.000	0.602
913	stimulus/standard		0.000
914	stimulus/standard		0.000
915	stimulus/standard	0.547	0.000
916	stimulus/deviant	0.000	0.625
917	stimulus/standard		0.000
918	stimulus/standard		0.000
919	stimulus/standard		0.000
920	stimulus/standard		0.000
921	stimulus/standard		0.000
922	stimulus/standard	0.602	0.000
923	stimulus/deviant	0.000	0.570
924	stimulus/standard		0.000
925	stimulus/standard		0.000
926	stimulus/standard	0.539	0.000
927	stimulus/deviant	0.000	0.547
928	stimulus/standard	0.555	0.000
929	stimulus/deviant	0.000	0.586
930	stimulus/standard		0.000
931	stimulus/standard		0.000
932	stimulus/standard	0.531	0.000
933	stimulus/deviant	0.000	0.625
934	stimulus/standard	0.547	0.000
935	stimulus/deviant	0.000	0.562
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		0.000
942	stimulus/standard	0.609	0.000
943	stimulus/deviant	0.000	0.578
944	stimulus/standard		0.000
945	stimulus/standard		0.000
946	stimulus/standard		0.000
947	stimulus/standard	0.555	0.000
948	stimulus/deviant	0.000	0.539
949	stimulus/standard	0.586	0.000
950	stimulus/deviant	0.000	0.625
951	stimulus/standard		0.000
952	stimulus/standard		0.000
953	stimulus/standard		0.000
954	stimulus/standard		0.000
955	stimulus/standard	0.617	0.000
956	stimulus/deviant	0.000	0.617
957	stimulus/standard		0.000
958	stimulus/standard		0.000
959	stimulus/standard	0.594	0.000
960	stimulus/deviant	0.000	0.586
961	stimulus/standard	0.625	0.000
962	stimulus/deviant	0.000	0.562
963	stimulus/standard		0.000
964	stimulus/standard	0.602	0.000
965	stimulus/deviant	0.000	0.570
966	stimulus/standard	0.609	0.000
967	stimulus/deviant	0.000	0.555
968	stimulus/standard		0.000
969	stimulus/standard		0.000
970	stimulus/standard	0.562	0.000
971	stimulus/deviant	0.000	0.602
972	stimulus/standard	0.602	0.000
973	stimulus/deviant	0.000	0.555
974	stimulus/standard		0.000
975	stimulus/standard	0.633	0.000
976	stimulus/deviant	0.000	0.594
977	stimulus/standard		0.000
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	0.547	0.000
984	stimulus/deviant	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 ica

Info ica

Method	picard
Fit parameters	fastica_it=5 max_iter=1000
Fit	59 iterations on epochs (62530 samples)
ICA components	29
Available PCA components	30
Channel types	eeg
ICA components marked for exclusion	ICA000 ICA002 ICA006 ICA009 ICA015 ICA016 ICA019

Original and cleaned signal ica

ICA component topographies ica

ICA component properties ica

Move slider to change view

Raw (clean) clean raw run-None

Info raw run-None clean

General

Measurement date	Unknown
Experimenter	Unknown
Participant	sub-018

Channels

Digitized points	33 points
Good channels	30 EEG, 2 EOG
Bad channels	None
EOG channels	HEOG, VEOG
ECG channels	Not available

Data

Sampling frequency	128.00 Hz
Highpass	0.10 Hz
Lowpass	64.00 Hz
Filenames	sub-018_ses-MMN_task-MMN_proc-filt_raw.fif
Duration	00:10:28 (HH:MM:SS)

Time series raw run-None clean

Move slider to change view

PSD raw run-None clean

Epochs: after cleaning clean epochs

autoreject_global thresholds epochs clean

{'eeg': 7.174753170972404e-05}

Info epochs clean

Number of events	789
Events	stimulus/deviant: 153 stimulus/standard: 636
Time range	-0.203 – 0.797 s
Baseline	-0.203 – 0.000 s

Metadata epochs clean

Epoch #	event_name	STATUS	stimulus/180	stimulus/deviant	stimulus/standard
0	stimulus/standard	None	None		0.000
1	stimulus/standard	None	None		0.000
2	stimulus/standard	None	None		0.000
3	stimulus/standard	None	None	0.578	0.000
4	stimulus/deviant	None	None	0.000	0.602
5	stimulus/standard	None	None		0.000
6	stimulus/standard	None	None		0.000
7	stimulus/standard	None	None		0.000
8	stimulus/standard	None	None		0.000
10	stimulus/standard	None	None		0.000
11	stimulus/standard	None	None		0.000
12	stimulus/standard	None	None		0.000
13	stimulus/standard	None	None		0.000
14	stimulus/standard	None	None		0.000
16	stimulus/standard	None	None	0.625	0.000
17	stimulus/deviant	None	None	0.000	0.562
18	stimulus/standard	None	None	0.602	0.000
19	stimulus/deviant	None	None	0.000	0.609
20	stimulus/standard	None	None		0.000
21	stimulus/standard	None	None		0.000
22	stimulus/standard	None	None		0.000
23	stimulus/standard	None	None	0.547	0.000
24	stimulus/deviant	None	None	0.000	0.578
25	stimulus/standard	None	None		0.000
26	stimulus/standard	None	None	0.609	0.000
27	stimulus/deviant	None	None	0.000	0.617
28	stimulus/standard	None	None		0.000
29	stimulus/standard	None	None		0.000
30	stimulus/standard	None	None	0.586	0.000
31	stimulus/deviant	None	None	0.000	0.633
32	stimulus/standard	None	None		0.000
33	stimulus/standard	None	None		0.000
34	stimulus/standard	None	None		0.000
35	stimulus/standard	None	None		0.000
36	stimulus/standard	None	None		0.000
40	stimulus/standard	None	None		0.000
41	stimulus/standard	None	None		0.000
42	stimulus/standard	None	None	0.594	0.000
43	stimulus/deviant	None	None	0.000	0.594
45	stimulus/standard	None	None	0.609	0.000
46	stimulus/deviant	None	None	0.000	0.555
47	stimulus/standard	None	None		0.000
48	stimulus/standard	None	None		0.000
49	stimulus/standard	None	None	0.609	0.000
50	stimulus/deviant	None	None	0.000	0.633
52	stimulus/standard	None	None	0.609	0.000
53	stimulus/deviant	None	None	0.000	0.625
54	stimulus/standard	None	None		0.000
55	stimulus/standard	None	None	0.633	0.000
56	stimulus/deviant	None	None	0.000	0.586
57	stimulus/standard	None	None	0.586	0.000
58	stimulus/deviant	None	None	0.000	0.570
59	stimulus/standard	None	None		0.000
60	stimulus/standard	None	None	0.625	0.000
61	stimulus/deviant	None	None	0.000	0.633
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	0.633	0.000
67	stimulus/deviant	None	None	0.000	0.555
68	stimulus/standard	None	None		0.000
69	stimulus/standard	None	None	0.609	0.000
70	stimulus/deviant	None	None	0.000	0.562
71	stimulus/standard	None	None		0.000
72	stimulus/standard	None	None		0.000
73	stimulus/standard	None	None		0.000
74	stimulus/standard	None	None		0.000
75	stimulus/standard	None	None		0.000
76	stimulus/standard	None	None		0.000
77	stimulus/standard	None	None		0.000
78	stimulus/standard	None	None		0.000
79	stimulus/standard	None	None	0.578	0.000
80	stimulus/deviant	None	None	0.000	0.570
81	stimulus/standard	None	None	0.547	0.000
82	stimulus/deviant	None	None	0.000	0.594
83	stimulus/standard	None	None		0.000
84	stimulus/standard	None	None		0.000
85	stimulus/standard	None	None		0.000
86	stimulus/standard	None	None		0.000
87	stimulus/standard	None	None		0.000
88	stimulus/standard	None	None		0.000
89	stimulus/standard	None	None	0.578	0.000
90	stimulus/deviant	None	None	0.000	0.578
91	stimulus/standard	None	None		0.000
92	stimulus/standard	None	None	0.633	0.000
93	stimulus/deviant	None	None	0.000	0.586
94	stimulus/standard	None	None	0.594	0.000
95	stimulus/deviant	None	None	0.000	0.570
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	0.539	0.000
100	stimulus/deviant	None	None	0.000	0.562
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		0.000
107	stimulus/standard	None	None		0.000
108	stimulus/standard	None	None	0.562	0.000
109	stimulus/deviant	None	None	0.000	0.633
110	stimulus/standard	None	None	0.547	0.000
111	stimulus/deviant	None	None	0.000	0.555
112	stimulus/standard	None	None	0.594	0.000
113	stimulus/deviant	None	None	0.000	0.633
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	0.602	0.000
118	stimulus/deviant	None	None	0.000	0.617
119	stimulus/standard	None	None		0.000
120	stimulus/standard	None	None		0.000
121	stimulus/standard	None	None		0.000
122	stimulus/standard	None	None		0.000
123	stimulus/standard	None	None		0.000
124	stimulus/standard	None	None	0.602	0.000
125	stimulus/deviant	None	None	0.000	0.555
126	stimulus/standard	None	None		0.000
128	stimulus/standard	None	None		0.000
129	stimulus/standard	None	None	0.641	0.000
130	stimulus/deviant	None	None	0.000	0.617
131	stimulus/standard	None	None		0.000
132	stimulus/standard	None	None		0.000
133	stimulus/standard	None	None		0.000
134	stimulus/standard	None	None		0.000
135	stimulus/standard	None	None		0.000
136	stimulus/standard	None	None	0.625	0.000
137	stimulus/deviant	None	None	0.000	0.656
138	stimulus/standard	None	None	0.609	0.000
139	stimulus/deviant	None	None	0.000	0.594
140	stimulus/standard	None	None	0.617	0.000
141	stimulus/deviant	None	None	0.000	0.562
142	stimulus/standard	None	None		0.000
143	stimulus/standard	None	None		0.000
144	stimulus/standard	None	None		0.000
145	stimulus/standard	None	None		0.000
146	stimulus/standard	None	None		0.000
147	stimulus/standard	None	None	0.641	0.000
148	stimulus/deviant	None	None	0.000	0.578
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	0.570	0.000
153	stimulus/deviant	None	None	0.000	0.578
154	stimulus/standard	None	None		0.000
155	stimulus/standard	None	None	0.617	0.000
156	stimulus/deviant	None	None	0.000	0.586
157	stimulus/standard	None	None		0.000
158	stimulus/standard	None	None		0.000
161	stimulus/standard	None	None		0.000
162	stimulus/standard	None	None		0.000
164	stimulus/deviant	None	None	0.000	0.562
165	stimulus/standard	None	None	0.547	0.000
166	stimulus/deviant	None	None	0.000	0.609
167	stimulus/standard	None	None		0.000
168	stimulus/standard	None	None		0.000
169	stimulus/standard	None	None	0.578	0.000
170	stimulus/deviant	None	None	0.000	0.586
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		0.000
175	stimulus/standard	None	None		0.000
176	stimulus/standard	None	None		0.000
177	stimulus/standard	None	None		0.000
178	stimulus/standard	None	None		0.000
179	stimulus/standard	None	None		0.000
180	stimulus/standard	None	None		0.000
181	stimulus/standard	None	None		0.000
182	stimulus/standard	None	None	0.586	0.000
183	stimulus/deviant	None	None	0.000	0.570
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	0.633	0.000
189	stimulus/deviant	None	None	0.000	0.586
190	stimulus/standard	None	None		0.000
191	stimulus/standard	None	None		0.000
192	stimulus/standard	None	None		0.000
193	stimulus/standard	None	None	0.555	0.000
194	stimulus/deviant	None	None	0.000	0.609
195	stimulus/standard	None	None		0.000
196	stimulus/standard	None	None		0.000
197	stimulus/standard	None	None		0.000
198	stimulus/standard	None	None		0.000
199	stimulus/standard	None	None	0.602	0.000
201	stimulus/standard	None	None		0.000
202	stimulus/standard	None	None		0.000
203	stimulus/standard	None	None		0.000
204	stimulus/standard	None	None	0.633	0.000
205	stimulus/deviant	None	None	0.000	0.609
206	stimulus/standard	None	None		0.000
207	stimulus/standard	None	None		0.000
208	stimulus/standard	None	None		0.000
209	stimulus/standard	None	None		0.000
210	stimulus/standard	None	None		0.000
211	stimulus/standard	None	None	0.594	0.000
212	stimulus/deviant	None	None	0.000	0.617
213	stimulus/standard	None	None		0.000
214	stimulus/standard	None	None	0.609	0.000
215	stimulus/deviant	None	None	0.000	0.531
216	stimulus/standard	None	None		0.000
217	stimulus/standard	None	None		0.000
218	stimulus/standard	None	None		0.000
219	stimulus/standard	None	None	0.617	0.000
220	stimulus/deviant	None	None	0.000	0.570
221	stimulus/standard	None	None	0.617	0.000
222	stimulus/deviant	None	None	0.000	0.562
223	stimulus/standard	None	None	0.570	0.000
224	stimulus/deviant	None	None	0.000	0.547
225	stimulus/standard	None	None		0.000
226	stimulus/standard	None	None		0.000
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	0.578	0.000
231	stimulus/deviant	None	None	0.000	0.633
232	stimulus/standard	None	None		0.000
233	stimulus/standard	None	None		0.000
234	stimulus/standard	None	None		0.000
235	stimulus/standard	None	None		0.000
236	stimulus/standard	None	None		0.000
237	stimulus/standard	None	None	0.602	0.000
238	stimulus/deviant	None	None	0.000	0.586
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	0.609	0.000
243	stimulus/deviant	None	None	0.000	0.609
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		0.000
250	stimulus/standard	None	None		0.000
251	stimulus/standard	None	None		0.000
252	stimulus/standard	None	None		0.000
253	stimulus/standard	None	None	0.594	0.000
254	stimulus/deviant	None	None	0.000	0.625
255	stimulus/standard	None	None		0.000
256	stimulus/standard	None	None	0.578	0.000
257	stimulus/deviant	None	None	0.000	0.602
258	stimulus/standard	None	None	0.578	0.000
259	stimulus/deviant	None	None	0.000	0.625
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	0.594	0.000
264	stimulus/deviant	None	None	0.000	0.625
265	stimulus/standard	None	None	0.641	0.000
266	stimulus/deviant	None	None	0.000	0.617
268	stimulus/deviant	None	None	0.000	0.633
269	stimulus/standard	None	None		0.000
270	stimulus/standard	None	None	0.609	0.000
271	stimulus/deviant	None	None	0.000	0.609
272	stimulus/standard	None	None		0.000
273	stimulus/standard	None	None		0.000
275	stimulus/deviant	None	None	0.000	0.594
276	stimulus/standard	None	None		0.000
278	stimulus/standard	None	None		0.000
279	stimulus/standard	None	None		0.000
280	stimulus/standard	None	None		0.000
281	stimulus/standard	None	None		0.000
282	stimulus/standard	None	None		0.000
284	stimulus/deviant	None	None	0.000	0.633
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	0.602	0.000
292	stimulus/deviant	None	None	0.000	0.578
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	0.547	0.000
298	stimulus/deviant	None	None	0.000	0.578
300	stimulus/standard	None	None		0.000
301	stimulus/standard	None	None		0.000
302	stimulus/standard	None	None	0.586	0.000
303	stimulus/deviant	None	None	0.000	0.617
304	stimulus/standard	None	None	0.594	0.000
305	stimulus/deviant	None	None	0.000	0.586
306	stimulus/standard	None	None		0.000
307	stimulus/standard	None	None		0.000
310	stimulus/deviant	None	None	0.000	0.586
311	stimulus/standard	None	None		0.000
312	stimulus/standard	None	None		0.000
313	stimulus/standard	None	None		0.000
314	stimulus/standard	None	None		0.000
315	stimulus/standard	None	None	0.586	0.000
316	stimulus/deviant	None	None	0.000	0.586
317	stimulus/standard	None	None		0.000
318	stimulus/standard	None	None		0.000
319	stimulus/standard	None	None		0.000
320	stimulus/standard	None	None		0.000
321	stimulus/standard	None	None		0.000
322	stimulus/standard	None	None		0.000
323	stimulus/standard	None	None		0.000
324	stimulus/standard	None	None	0.602	0.000
325	stimulus/deviant	None	None	0.000	0.594
326	stimulus/standard	None	None	0.609	0.000
327	stimulus/deviant	None	None	0.000	0.578
328	stimulus/standard	None	None		0.000
329	stimulus/standard	None	None		0.000
330	stimulus/standard	None	None	0.555	0.000
331	stimulus/deviant	None	None	0.000	0.641
332	stimulus/standard	None	None		0.000
333	stimulus/standard	None	None	0.625	0.000
334	stimulus/deviant	None	None	0.000	0.609
335	stimulus/standard	None	None		0.000
336	stimulus/standard	None	None		0.000
337	stimulus/standard	None	None		0.000
338	stimulus/standard	None	None	0.562	0.000
339	stimulus/deviant	None	None	0.000	0.555
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		0.000
345	stimulus/standard	None	None		0.000
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	0.562	0.000
351	stimulus/deviant	None	None	0.000	0.594
352	stimulus/standard	None	None		0.000
353	stimulus/standard	None	None		0.000
354	stimulus/standard	None	None		0.000
355	stimulus/standard	None	None		0.000
356	stimulus/standard	None	None		0.000
357	stimulus/standard	None	None		0.000
358	stimulus/standard	None	None	0.586	0.000
359	stimulus/deviant	None	None	0.000	0.617
360	stimulus/standard	None	None		0.000
361	stimulus/standard	None	None	0.539	0.000
362	stimulus/deviant	None	None	0.000	0.578
363	stimulus/standard	None	None		0.000
364	stimulus/standard	None	None	0.547	0.000
367	stimulus/deviant	None	None	0.000	0.633
368	stimulus/standard	None	None		0.000
369	stimulus/standard	None	None	0.602	0.000
370	stimulus/deviant	None	None	0.000	0.578
371	stimulus/standard	None	None		0.000
372	stimulus/standard	None	None		0.000
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	0.633	0.000
377	stimulus/deviant	None	None	0.000	0.578
378	stimulus/standard	None	None		0.000
379	stimulus/standard	None	None		0.000
380	stimulus/standard	None	None		0.000
381	stimulus/standard	None	None	0.578	0.000
383	stimulus/standard	None	None		0.000
384	stimulus/standard	None	None		0.000
385	stimulus/standard	None	None		0.000
386	stimulus/standard	None	None		0.000
387	stimulus/standard	None	None		0.000
388	stimulus/standard	None	None		0.000
389	stimulus/standard	None	None		0.000
390	stimulus/standard	None	None		0.000
391	stimulus/standard	None	None		0.000
392	stimulus/standard	None	None	0.609	0.000
393	stimulus/deviant	None	None	0.000	0.547
394	stimulus/standard	None	None		0.000
395	stimulus/standard	None	None		0.000
396	stimulus/standard	None	None	0.539	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
403	stimulus/standard	None	None		0.000
404	stimulus/standard	None	None		0.000
405	stimulus/standard	None	None		0.000
406	stimulus/standard	None	None		0.000
407	stimulus/standard	None	None		0.000
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		0.000
412	stimulus/standard	None	None		0.000
413	stimulus/standard	None	None	0.594	0.000
414	stimulus/deviant	None	None	0.000	0.602
417	stimulus/standard	None	None		0.000
418	stimulus/standard	None	None		0.000
419	stimulus/standard	None	None		0.000
420	stimulus/standard	None	None	0.602	0.000
421	stimulus/deviant	None	None	0.000	0.609
422	stimulus/standard	None	None	0.602	0.000
423	stimulus/deviant	None	None	0.000	0.578
424	stimulus/standard	None	None		0.000
425	stimulus/standard	None	None		0.000
426	stimulus/standard	None	None		0.000
427	stimulus/standard	None	None	0.562	0.000
428	stimulus/deviant	None	None	0.000	0.586
429	stimulus/standard	None	None		0.000
430	stimulus/standard	None	None		0.000
431	stimulus/standard	None	None	0.625	0.000
432	stimulus/deviant	None	None	0.000	0.586
433	stimulus/standard	None	None		0.000
434	stimulus/standard	None	None		0.000
435	stimulus/standard	None	None		0.000
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	0.586	0.000
440	stimulus/deviant	None	None	0.000	0.547
441	stimulus/standard	None	None		0.000
442	stimulus/standard	None	None	0.547	0.000
443	stimulus/deviant	None	None	0.000	0.602
444	stimulus/standard	None	None	0.539	0.000
445	stimulus/deviant	None	None	0.000	0.578
446	stimulus/standard	None	None		0.000
448	stimulus/standard	None	None	0.586	0.000
449	stimulus/deviant	None	None	0.000	0.602
450	stimulus/standard	None	None		0.000
451	stimulus/standard	None	None		0.000
454	stimulus/standard	None	None		0.000
455	stimulus/standard	None	None	0.578	0.000
456	stimulus/deviant	None	None	0.000	0.641
457	stimulus/standard	None	None		0.000
459	stimulus/standard	None	None	0.539	0.000
460	stimulus/deviant	None	None	0.000	0.617
461	stimulus/standard	None	None		0.000
462	stimulus/standard	None	None	0.617	0.000
463	stimulus/deviant	None	None	0.000	0.555
464	stimulus/standard	None	None		0.000
465	stimulus/standard	None	None		0.000
466	stimulus/standard	None	None	0.602	0.000
467	stimulus/deviant	None	None	0.000	0.609
468	stimulus/standard	None	None		0.000
469	stimulus/standard	None	None	0.617	0.000
470	stimulus/deviant	None	None	0.000	0.555
471	stimulus/standard	None	None		0.000
474	stimulus/standard	None	None		0.000
475	stimulus/standard	None	None		0.000
476	stimulus/standard	None	None		0.000
477	stimulus/standard	None	None		0.000
478	stimulus/standard	None	None	0.617	0.000
479	stimulus/deviant	None	None	0.000	0.594
480	stimulus/standard	None	None		0.000
481	stimulus/standard	None	None		0.000
482	stimulus/standard	None	None		0.000
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		0.000
487	stimulus/standard	None	None		0.000
488	stimulus/standard	None	None		0.000
489	stimulus/standard	None	None		0.000
490	stimulus/standard	None	None		0.000
492	stimulus/standard	None	None		0.000
493	stimulus/standard	None	None	0.648	0.000
495	stimulus/standard	None	None		0.000
496	stimulus/standard	None	None		0.000
497	stimulus/standard	None	None		0.000
498	stimulus/standard	None	None	0.586	0.000
499	stimulus/deviant	None	None	0.000	0.578
500	stimulus/standard	None	None	0.562	0.000
501	stimulus/deviant	None	None	0.000	0.555
502	stimulus/standard	None	None		0.000
503	stimulus/standard	None	None	0.617	0.000
504	stimulus/deviant	None	None	0.000	0.602
505	stimulus/standard	None	None	0.633	0.000
506	stimulus/deviant	None	None	0.000	0.539
507	stimulus/standard	None	None	0.617	0.000
508	stimulus/deviant	None	None	0.000	0.602
509	stimulus/standard	None	None		0.000
510	stimulus/standard	None	None		0.000
511	stimulus/standard	None	None		0.000
512	stimulus/standard	None	None		0.000
513	stimulus/standard	None	None		0.000
514	stimulus/standard	None	None		0.000
515	stimulus/standard	None	None		0.000
516	stimulus/standard	None	None		0.000
517	stimulus/standard	None	None		0.000
518	stimulus/standard	None	None		0.000
519	stimulus/standard	None	None	0.602	0.000
520	stimulus/deviant	None	None	0.000	0.539
521	stimulus/standard	None	None		0.000
522	stimulus/standard	None	None	0.633	0.000
523	stimulus/deviant	None	None	0.000	0.602
524	stimulus/standard	None	None		0.000
525	stimulus/standard	None	None		0.000
526	stimulus/standard	None	None	0.547	0.000
527	stimulus/deviant	None	None	0.000	0.578
528	stimulus/standard	None	None	0.555	0.000
534	stimulus/standard	None	None		0.000
538	stimulus/deviant	None	None	0.000	0.617
539	stimulus/standard	None	None		0.000
540	stimulus/standard	None	None		0.000
541	stimulus/standard	None	None	0.547	0.000
542	stimulus/deviant	None	None	0.000	0.547
543	stimulus/standard	None	None		0.000
544	stimulus/standard	None	None		0.000
545	stimulus/standard	None	None	0.531	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	0.539	0.000
555	stimulus/standard	None	None		0.000
556	stimulus/standard	None	None	0.617	0.000
557	stimulus/deviant	None	None	0.000	0.562
558	stimulus/standard	None	None	0.617	0.000
561	stimulus/deviant	None	None	0.000	0.633
562	stimulus/standard	None	None		0.000
563	stimulus/standard	None	None		0.000
564	stimulus/standard	None	None		0.000
565	stimulus/standard	None	None		0.000
566	stimulus/standard	None	None		0.000
567	stimulus/standard	None	None	0.609	0.000
568	stimulus/deviant	None	None	0.000	0.578
569	stimulus/standard	None	None		0.000
570	stimulus/standard	None	None	0.539	0.000
571	stimulus/deviant	None	None	0.000	0.547
572	stimulus/standard	None	None	0.633	0.000
574	stimulus/standard	None	None		0.000
575	stimulus/standard	None	None	0.594	0.000
576	stimulus/deviant	None	None	0.000	0.531
577	stimulus/standard	None	None		0.000
578	stimulus/standard	None	None	0.562	0.000
579	stimulus/deviant	None	None	0.000	0.562
580	stimulus/standard	None	None		0.000
581	stimulus/standard	None	None		0.000
582	stimulus/standard	None	None	0.617	0.000
583	stimulus/deviant	None	None	0.000	0.578
587	stimulus/deviant	None	None	0.000	0.562
588	stimulus/standard	None	None		0.000
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	0.617	0.000
595	stimulus/deviant	None	None	0.000	0.539
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
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
625	stimulus/standard	None	None	0.586	0.000
626	stimulus/deviant	None	None	0.000	0.547
627	stimulus/standard	None	None		0.000
628	stimulus/standard	None	None	0.602	0.000
630	stimulus/standard	None	None	0.602	0.000
631	stimulus/deviant	None	None	0.000	0.625
632	stimulus/standard	None	None		0.000
633	stimulus/standard	None	None	0.633	0.000
634	stimulus/deviant	None	None	0.000	0.547
635	stimulus/standard	None	None		0.000
636	stimulus/standard	None	None		0.000
637	stimulus/standard	None	None	0.594	0.000
638	stimulus/deviant	None	None	0.000	0.648
639	stimulus/standard	None	None		0.000
640	stimulus/standard	None	None		0.000
641	stimulus/standard	None	None		0.000
642	stimulus/standard	None	None		0.000
643	stimulus/standard	None	None	0.570	0.000
644	stimulus/deviant	None	None	0.000	0.586
645	stimulus/standard	None	None		0.000
646	stimulus/standard	None	None		0.000
647	stimulus/standard	None	None	0.602	0.000
648	stimulus/deviant	None	None	0.000	0.609
649	stimulus/standard	None	None	0.547	0.000
650	stimulus/deviant	None	None	0.000	0.547
651	stimulus/standard	None	None	0.633	0.000
652	stimulus/deviant	None	None	0.000	0.609
653	stimulus/standard	None	None		0.000
654	stimulus/standard	None	None		0.000
655	stimulus/standard	None	None		0.000
656	stimulus/standard	None	None	0.633	0.000
657	stimulus/deviant	None	None	0.000	0.562
658	stimulus/standard	None	None	0.609	0.000
659	stimulus/deviant	None	None	0.000	0.562
660	stimulus/standard	None	None		0.000
661	stimulus/standard	None	None		0.000
662	stimulus/standard	None	None	0.586	0.000
663	stimulus/deviant	None	None	0.000	0.562
664	stimulus/standard	None	None		0.000
665	stimulus/standard	None	None		0.000
666	stimulus/standard	None	None		0.000
667	stimulus/standard	None	None		0.000
668	stimulus/standard	None	None		0.000
671	stimulus/standard	None	None		0.000
672	stimulus/standard	None	None		0.000
673	stimulus/standard	None	None		0.000
674	stimulus/standard	None	None	0.570	0.000
675	stimulus/deviant	None	None	0.000	0.594
676	stimulus/standard	None	None		0.000
677	stimulus/standard	None	None	0.625	0.000
678	stimulus/deviant	None	None	0.000	0.617
679	stimulus/standard	None	None	0.547	0.000
680	stimulus/deviant	None	None	0.000	0.641
681	stimulus/standard	None	None		0.000
682	stimulus/standard	None	None		0.000
683	stimulus/standard	None	None		0.000
684	stimulus/standard	None	None		0.000
685	stimulus/standard	None	None		0.000
686	stimulus/standard	None	None		0.000
687	stimulus/standard	None	None		0.000
688	stimulus/standard	None	None		0.000
689	stimulus/standard	None	None	0.570	0.000
690	stimulus/deviant	None	None	0.000	0.547
691	stimulus/standard	None	None	0.555	0.000
692	stimulus/deviant	None	None	0.000	0.602
693	stimulus/standard	None	None		0.000
694	stimulus/standard	None	None		0.000
695	stimulus/standard	None	None		0.000
696	stimulus/standard	None	None		0.000
697	stimulus/standard	None	None	0.547	0.000
698	stimulus/deviant	None	None	0.000	0.539
699	stimulus/standard	None	None		0.000
700	stimulus/standard	None	None	0.570	0.000
701	stimulus/deviant	None	None	0.000	0.539
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		0.000
706	stimulus/standard	None	None		0.000
707	stimulus/standard	None	None		0.000
708	stimulus/standard	None	None		0.000
709	stimulus/standard	None	None		0.000
710	stimulus/standard	None	None		0.000
711	stimulus/standard	None	None		0.000
712	stimulus/standard	None	None		0.000
713	stimulus/standard	None	None		0.000
714	stimulus/standard	None	None	0.617	0.000
715	stimulus/deviant	None	None	0.000	0.633
716	stimulus/standard	None	None		0.000
717	stimulus/standard	None	None	0.562	0.000
718	stimulus/deviant	None	None	0.000	0.531
719	stimulus/standard	None	None		0.000
720	stimulus/standard	None	None		0.000
721	stimulus/standard	None	None		0.000
722	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	0.617	0.000
729	stimulus/deviant	None	None	0.000	0.539
730	stimulus/standard	None	None		0.000
731	stimulus/standard	None	None	0.562	0.000
732	stimulus/deviant	None	None	0.000	0.602
733	stimulus/standard	None	None		0.000
734	stimulus/standard	None	None		0.000
735	stimulus/standard	None	None		0.000
736	stimulus/standard	None	None		0.000
737	stimulus/standard	None	None		0.000
738	stimulus/standard	None	None		0.000
739	stimulus/standard	None	None		0.000
741	stimulus/standard	None	None		0.000
742	stimulus/standard	None	None		0.000
743	stimulus/standard	None	None		0.000
744	stimulus/standard	None	None	0.578	0.000
745	stimulus/deviant	None	None	0.000	0.594
746	stimulus/standard	None	None	0.570	0.000
747	stimulus/deviant	None	None	0.000	0.617
748	stimulus/standard	None	None		0.000
749	stimulus/standard	None	None		0.000
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		0.000
759	stimulus/standard	None	None	0.602	0.000
760	stimulus/deviant	None	None	0.000	0.609
761	stimulus/standard	None	None		0.000
762	stimulus/standard	None	None		0.000
763	stimulus/standard	None	None		0.000
764	stimulus/standard	None	None	0.641	0.000
765	stimulus/deviant	None	None	0.000	0.625
766	stimulus/standard	None	None		0.000
767	stimulus/standard	None	None		0.000
768	stimulus/standard	None	None		0.000
769	stimulus/standard	None	None		0.000
770	stimulus/standard	None	None	0.609	0.000
773	stimulus/standard	None	None		0.000
774	stimulus/standard	None	None		0.000
775	stimulus/standard	None	None	0.555	0.000
777	stimulus/standard	None	None	0.570	0.000
778	stimulus/deviant	None	None	0.000	0.617
779	stimulus/standard	None	None		0.000
803	stimulus/standard	None	None		0.000
804	stimulus/standard	None	None		0.000
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		0.000
835	stimulus/standard	None	None		0.000
836	stimulus/standard	None	None		0.000
837	stimulus/standard	None	None		0.000
838	stimulus/standard	None	None	0.578	0.000
850	stimulus/standard	None	None		0.000
851	stimulus/standard	None	None		0.000
852	stimulus/standard	None	None		0.000
854	stimulus/standard	None	None		0.000
855	stimulus/standard	None	None		0.000
856	stimulus/standard	None	None	0.547	0.000
857	stimulus/deviant	None	None	0.000	0.602
858	stimulus/standard	None	None		0.000
859	stimulus/standard	None	None		0.000
860	stimulus/standard	None	None		0.000
861	stimulus/standard	None	None		0.000
862	stimulus/standard	None	None		0.000
863	stimulus/standard	None	None		0.000
906	stimulus/standard	None	None		0.000
907	stimulus/standard	None	None		0.000
908	stimulus/standard	None	None		0.000
909	stimulus/standard	None	None	0.609	0.000
910	stimulus/deviant	None	None	0.000	0.562
911	stimulus/standard	None	None	0.609	0.000
920	stimulus/standard	None	None		0.000
922	stimulus/standard	None	None	0.602	0.000
924	stimulus/standard	None	None		0.000
925	stimulus/standard	None	None		0.000
926	stimulus/standard	None	None	0.539	0.000
927	stimulus/deviant	None	None	0.000	0.547
928	stimulus/standard	None	None	0.555	0.000
929	stimulus/deviant	None	None	0.000	0.586
930	stimulus/standard	None	None		0.000
931	stimulus/standard	None	None		0.000
933	stimulus/deviant	None	None	0.000	0.625
934	stimulus/standard	None	None	0.547	0.000
935	stimulus/deviant	None	None	0.000	0.562
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		0.000
942	stimulus/standard	None	None	0.609	0.000
943	stimulus/deviant	None	None	0.000	0.578
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	0.555	0.000
948	stimulus/deviant	None	None	0.000	0.539
949	stimulus/standard	None	None	0.586	0.000
950	stimulus/deviant	None	None	0.000	0.625
951	stimulus/standard	None	None		0.000
952	stimulus/standard	None	None		0.000
953	stimulus/standard	None	None		0.000
954	stimulus/standard	None	None		0.000
955	stimulus/standard	None	None	0.617	0.000
956	stimulus/deviant	None	None	0.000	0.617
957	stimulus/standard	None	None		0.000
958	stimulus/standard	None	None		0.000
959	stimulus/standard	None	None	0.594	0.000
960	stimulus/deviant	None	None	0.000	0.586
961	stimulus/standard	None	None	0.625	0.000
962	stimulus/deviant	None	None	0.000	0.562
963	stimulus/standard	None	None		0.000
964	stimulus/standard	None	None	0.602	0.000
965	stimulus/deviant	None	None	0.000	0.570
966	stimulus/standard	None	None	0.609	0.000
967	stimulus/deviant	None	None	0.000	0.555
968	stimulus/standard	None	None		0.000
969	stimulus/standard	None	None		0.000
970	stimulus/standard	None	None	0.562	0.000
971	stimulus/deviant	None	None	0.000	0.602
972	stimulus/standard	None	None	0.602	0.000
973	stimulus/deviant	None	None	0.000	0.555
974	stimulus/standard	None	None		0.000
975	stimulus/standard	None	None	0.633	0.000
976	stimulus/deviant	None	None	0.000	0.594
977	stimulus/standard	None	None		0.000
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	0.547	0.000

789 rows × 6 columns

ERP image (EEG) epochs clean

Drop log epochs clean

PSD epochs clean

Condition: stimulus/standard evoked stimulus/standard

Time course (EEG) evoked stimulus/standard

Topographies evoked stimulus/standard

Move slider to change view

Global field power evoked stimulus/standard

Condition: stimulus/deviant evoked stimulus/deviant

Time course (EEG) evoked stimulus/deviant

Topographies evoked stimulus/deviant

Move slider to change view

Global field power evoked stimulus/deviant

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

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

Topographies evoked stimulus/deviant+stimulus/standard contrast

Move slider to change view

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 demonstrate 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-5.15.0-1053-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               1.7.0.dev156+g415e7f68e (devel, latest release is 1.6.1)
├☑ numpy             1.26.4 (OpenBLAS 0.3.23.dev with 2 threads)
├☑ scipy             1.12.0
└☑ matplotlib        3.8.3 (backend=agg)

Numerical (optional)
├☑ sklearn           1.4.1.post1
├☑ numba             0.59.1
├☑ nibabel           5.2.1
├☑ pandas            2.2.1
└☐ unavailable       nilearn, dipy, openmeeg, cupy

Visualization (optional)
├☑ pyvista           0.43.4 (OpenGL 4.5 (Core Profile) Mesa 23.2.1-1ubuntu3.1~22.04.2 via llvmpipe (LLVM 15.0.7, 256 bits))
├☑ pyvistaqt         0.11.0
├☑ vtk               9.3.0
├☑ qtpy              2.4.1 (PyQt6=6.6.0)
└☐ unavailable       ipympl, pyqtgraph, mne-qt-browser, ipywidgets, trame_client, trame_server, trame_vtk, trame_vuetify

Ecosystem (optional)
├☑ mne-bids          0.15.0.dev43+g17d20c132
├☑ mne-bids-pipeline 1.8.0
└☐ unavailable       mne-nirs, mne-features, mne-connectivity, mne-icalabel, neo

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