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-019_ses-MMN_task-MMN_eeg.fdt
Duration 00:09:55 (HH:MM:SS)
Time series
Segment 1 of 5
Time series
Segment 2 of 5
Time series
Segment 3 of 5
Time series
Segment 4 of 5
Time series
Segment 5 of 5
PSD
General
Measurement date Unknown
Experimenter Unknown
Participant sub-019
Channels
Digitized points 33 points
Good channels 29 EEG, 2 EOG
Bad channels F7
EOG channels HEOG, VEOG
ECG channels Not available
Data
Sampling frequency 128.00 Hz
Highpass 0.10 Hz
Lowpass 64.00 Hz
Filenames sub-019_ses-MMN_task-MMN_eeg.fdt
Duration 00:09:55 (HH:MM:SS)
Time series
Segment 1 of 5
Time series
Segment 2 of 5
Time series
Segment 3 of 5
Time series
Segment 4 of 5
Time series
Segment 5 of 5
PSD
Events
Number of events 985
Events stimulus/deviant: 200
stimulus/standard: 785
Time range -0.203 – 0.797 s
Baseline off
Epoch # event_name STATUS stimulus/180 stimulus/deviant stimulus/standard
0 stimulus/standard 0.602 0.000
1 stimulus/deviant 0.000 0.594
2 stimulus/standard 0.609 0.000
3 stimulus/deviant 0.000 0.625
4 stimulus/standard 0.000
5 stimulus/standard 0.633 0.000
6 stimulus/deviant 0.000 0.562
7 stimulus/standard 0.602 0.000
8 stimulus/deviant 0.000 0.641
9 stimulus/standard 0.000
10 stimulus/standard 0.000
11 stimulus/standard 0.633 0.000
12 stimulus/deviant 0.000 0.539
13 stimulus/standard 0.000
14 stimulus/standard 0.000
15 stimulus/standard 0.000
16 stimulus/standard 0.000
17 stimulus/standard 0.000
18 stimulus/standard 0.000
19 stimulus/standard 0.000
20 stimulus/standard 0.570 0.000
21 stimulus/deviant 0.000 0.625
22 stimulus/standard 0.562 0.000
23 stimulus/deviant 0.000 0.539
24 stimulus/standard 0.000
25 stimulus/standard 0.000
26 stimulus/standard 0.000
27 stimulus/standard 0.000
28 stimulus/standard 0.000
29 stimulus/standard 0.000
30 stimulus/standard 0.531 0.000
31 stimulus/deviant 0.000 0.609
32 stimulus/standard 0.000
33 stimulus/standard 0.000
34 stimulus/standard 0.562 0.000
35 stimulus/deviant 0.000 0.562
36 stimulus/standard 0.000
37 stimulus/standard 0.000
38 stimulus/standard 0.000
39 stimulus/standard 0.625 0.000
40 stimulus/deviant 0.000 0.586
41 stimulus/standard 0.602 0.000
42 stimulus/deviant 0.000 0.555
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 0.617 0.000
54 stimulus/deviant 0.000 0.594
55 stimulus/standard 0.000
56 stimulus/standard 0.000
57 stimulus/standard 0.000
58 stimulus/standard 0.000
59 stimulus/standard 0.547 0.000
60 stimulus/deviant 0.000 0.625
61 stimulus/standard 0.000
62 stimulus/standard 0.000
63 stimulus/standard 0.000
64 stimulus/standard 0.000
65 stimulus/standard 0.609 0.000
66 stimulus/deviant 0.000 0.602
67 stimulus/standard 0.000
68 stimulus/standard 0.555 0.000
69 stimulus/deviant 0.000 0.625
70 stimulus/standard 0.000
71 stimulus/standard 0.547 0.000
72 stimulus/deviant 0.000 0.555
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 0.539 0.000
80 stimulus/deviant 0.000 0.602
81 stimulus/standard 0.602 0.000
82 stimulus/deviant 0.000 0.578
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 0.539 0.000
89 stimulus/deviant 0.000 0.578
90 stimulus/standard 0.617 0.000
91 stimulus/deviant 0.000 0.578
92 stimulus/standard 0.000
93 stimulus/standard 0.000
94 stimulus/standard 0.000
95 stimulus/standard 0.000
96 stimulus/standard 0.000
97 stimulus/standard 0.000
98 stimulus/standard 0.609 0.000
99 stimulus/deviant 0.000 0.578
100 stimulus/standard 0.000
101 stimulus/standard 0.000
102 stimulus/standard 0.000
103 stimulus/standard 0.555 0.000
104 stimulus/deviant 0.000 0.594
105 stimulus/standard 0.000
106 stimulus/standard 0.000
107 stimulus/standard 0.000
108 stimulus/standard 0.000
109 stimulus/standard 0.000
110 stimulus/standard 0.000
111 stimulus/standard 0.000
112 stimulus/standard 0.000
113 stimulus/standard 0.000
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 0.000
121 stimulus/standard 0.000
122 stimulus/standard 0.000
123 stimulus/standard 0.000
124 stimulus/standard 0.555 0.000
125 stimulus/deviant 0.000 0.578
126 stimulus/standard 0.609 0.000
127 stimulus/deviant 0.000 0.641
128 stimulus/standard 0.000
129 stimulus/standard 0.000
130 stimulus/standard 0.000
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 0.000
137 stimulus/standard 0.000
138 stimulus/standard 0.000
139 stimulus/standard 0.000
140 stimulus/standard 0.000
141 stimulus/standard 0.609 0.000
142 stimulus/deviant 0.000 0.539
143 stimulus/standard 0.547 0.000
144 stimulus/deviant 0.000 0.609
145 stimulus/standard 0.000
146 stimulus/standard 0.586 0.000
147 stimulus/deviant 0.000 0.602
148 stimulus/standard 0.000
149 stimulus/standard 0.000
150 stimulus/standard 0.000
151 stimulus/standard 0.000
152 stimulus/standard 0.578 0.000
153 stimulus/deviant 0.000 0.578
154 stimulus/standard 0.000
155 stimulus/standard 0.000
156 stimulus/standard 0.000
157 stimulus/standard 0.625 0.000
158 stimulus/deviant 0.000 0.570
159 stimulus/standard 0.000
160 stimulus/standard 0.000
161 stimulus/standard 0.000
162 stimulus/standard 0.000
163 stimulus/standard 0.000
164 stimulus/standard 0.000
165 stimulus/standard 0.000
166 stimulus/standard 0.000
167 stimulus/standard 0.000
168 stimulus/standard 0.000
169 stimulus/standard 0.000
170 stimulus/standard 0.000
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 0.586 0.000
181 stimulus/deviant 0.000 0.570
182 stimulus/standard 0.000
183 stimulus/standard 0.000
184 stimulus/standard 0.000
185 stimulus/standard 0.570 0.000
186 stimulus/deviant 0.000 0.555
187 stimulus/standard 0.000
188 stimulus/standard 0.000
189 stimulus/standard 0.633 0.000
190 stimulus/deviant 0.000 0.547
191 stimulus/standard 0.000
192 stimulus/standard 0.594 0.000
193 stimulus/deviant 0.000 0.625
194 stimulus/standard 0.000
195 stimulus/standard 0.000
196 stimulus/standard 0.000
197 stimulus/standard 0.531 0.000
198 stimulus/deviant 0.000 0.586
199 stimulus/standard 0.000
200 stimulus/standard 0.000
201 stimulus/standard 0.000
202 stimulus/standard 0.000
203 stimulus/standard 0.562 0.000
204 stimulus/deviant 0.000 0.602
205 stimulus/standard 0.000
206 stimulus/standard 0.633 0.000
207 stimulus/deviant 0.000 0.562
208 stimulus/standard 0.000
209 stimulus/standard 0.000
210 stimulus/standard 0.000
211 stimulus/standard 0.000
212 stimulus/standard 0.000
213 stimulus/standard 0.000
214 stimulus/standard 0.000
215 stimulus/standard 0.000
216 stimulus/standard 0.617 0.000
217 stimulus/deviant 0.000 0.602
218 stimulus/standard 0.000
219 stimulus/standard 0.633 0.000
220 stimulus/deviant 0.000 0.578
221 stimulus/standard 0.594 0.000
222 stimulus/deviant 0.000 0.602
223 stimulus/standard 0.000
224 stimulus/standard 0.539 0.000
225 stimulus/deviant 0.000 0.594
226 stimulus/standard 0.000
227 stimulus/standard 0.000
228 stimulus/standard 0.562 0.000
229 stimulus/deviant 0.000 0.594
230 stimulus/standard 0.602 0.000
231 stimulus/deviant 0.000 0.617
232 stimulus/standard 0.539 0.000
233 stimulus/deviant 0.000 0.609
234 stimulus/standard 0.000
235 stimulus/standard 0.562 0.000
236 stimulus/deviant 0.000 0.555
237 stimulus/standard 0.000
238 stimulus/standard 0.000
239 stimulus/standard 0.633 0.000
240 stimulus/deviant 0.000 0.578
241 stimulus/standard 0.633 0.000
242 stimulus/deviant 0.000 0.602
243 stimulus/standard 0.000
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 0.562 0.000
251 stimulus/deviant 0.000 0.602
252 stimulus/standard 0.617 0.000
253 stimulus/deviant 0.000 0.633
254 stimulus/standard 0.000
255 stimulus/standard 0.570 0.000
256 stimulus/deviant 0.000 0.570
257 stimulus/standard 0.000
258 stimulus/standard 0.586 0.000
259 stimulus/deviant 0.000 0.555
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 0.000
266 stimulus/standard 0.000
267 stimulus/standard 0.000
268 stimulus/standard 0.594 0.000
269 stimulus/deviant 0.000 0.578
270 stimulus/standard 0.000
271 stimulus/standard 0.000
272 stimulus/standard 0.000
273 stimulus/standard 0.617 0.000
274 stimulus/deviant 0.000 0.586
275 stimulus/standard 0.000
276 stimulus/standard 0.000
277 stimulus/standard 0.602 0.000
278 stimulus/deviant 0.000 0.562
279 stimulus/standard 0.000
280 stimulus/standard 0.000
281 stimulus/standard 0.000
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 0.594 0.000
288 stimulus/deviant 0.000 0.555
289 stimulus/standard 0.000
290 stimulus/standard 0.000
291 stimulus/standard 0.000
292 stimulus/standard 0.000
293 stimulus/standard 0.594 0.000
294 stimulus/deviant 0.000 0.586
295 stimulus/standard 0.000
296 stimulus/standard 0.602 0.000
297 stimulus/deviant 0.000 0.648
298 stimulus/standard 0.000
299 stimulus/standard 0.000
300 stimulus/standard 0.617 0.000
301 stimulus/deviant 0.000 0.594
302 stimulus/standard 0.625 0.000
303 stimulus/deviant 0.000 0.594
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 0.609 0.000
314 stimulus/deviant 0.000 0.617
315 stimulus/standard 0.586 0.000
316 stimulus/deviant 0.000 0.570
317 stimulus/standard 0.000
318 stimulus/standard 0.555 0.000
319 stimulus/deviant 0.000 0.586
320 stimulus/standard 0.000
321 stimulus/standard 0.000
322 stimulus/standard 0.000
323 stimulus/standard 0.562 0.000
324 stimulus/deviant 0.000 0.586
325 stimulus/standard 0.000
326 stimulus/standard 0.000
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 0.000
336 stimulus/standard 0.000
337 stimulus/standard 0.000
338 stimulus/standard 0.562 0.000
339 stimulus/deviant 0.000 0.617
340 stimulus/standard 0.000
341 stimulus/standard 0.586 0.000
342 stimulus/deviant 0.000 0.586
343 stimulus/standard 0.570 0.000
344 stimulus/deviant 0.000 0.594
345 stimulus/standard 0.000
346 stimulus/standard 0.609 0.000
347 stimulus/deviant 0.000 0.547
348 stimulus/standard 0.602 0.000
349 stimulus/deviant 0.000 0.555
350 stimulus/standard 0.586 0.000
351 stimulus/deviant 0.000 0.586
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 0.625 0.000
358 stimulus/deviant 0.000 0.531
359 stimulus/standard 0.000
360 stimulus/standard 0.000
361 stimulus/standard 0.000
362 stimulus/standard 0.000
363 stimulus/standard 0.000
364 stimulus/standard 0.000
365 stimulus/standard 0.000
366 stimulus/standard 0.000
367 stimulus/standard 0.000
368 stimulus/standard 0.000
369 stimulus/standard 0.000
370 stimulus/standard 0.000
371 stimulus/standard 0.000
372 stimulus/standard 0.000
373 stimulus/standard 0.000
374 stimulus/standard 0.555 0.000
375 stimulus/deviant 0.000 0.609
376 stimulus/standard 0.000
377 stimulus/standard 0.000
378 stimulus/standard 0.000
379 stimulus/standard 0.000
380 stimulus/standard 0.570 0.000
381 stimulus/deviant 0.000 0.562
382 stimulus/standard 0.570 0.000
383 stimulus/deviant 0.000 0.547
384 stimulus/standard 0.000
385 stimulus/standard 0.000
386 stimulus/standard 0.617 0.000
387 stimulus/deviant 0.000 0.586
388 stimulus/standard 0.000
389 stimulus/standard 0.000
390 stimulus/standard 0.625 0.000
391 stimulus/deviant 0.000 0.609
392 stimulus/standard 0.000
393 stimulus/standard 0.562 0.000
394 stimulus/deviant 0.000 0.578
395 stimulus/standard 0.000
396 stimulus/standard 0.000
397 stimulus/standard 0.000
398 stimulus/standard 0.555 0.000
399 stimulus/deviant 0.000 0.547
400 stimulus/standard 0.000
401 stimulus/standard 0.594 0.000
402 stimulus/deviant 0.000 0.594
403 stimulus/standard 0.000
404 stimulus/standard 0.555 0.000
405 stimulus/deviant 0.000 0.609
406 stimulus/standard 0.000
407 stimulus/standard 0.562 0.000
408 stimulus/deviant 0.000 0.609
409 stimulus/standard 0.000
410 stimulus/standard 0.000
411 stimulus/standard 0.000
412 stimulus/standard 0.000
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 0.000
419 stimulus/standard 0.000
420 stimulus/standard 0.562 0.000
421 stimulus/deviant 0.000 0.555
422 stimulus/standard 0.000
423 stimulus/standard 0.602 0.000
424 stimulus/deviant 0.000 0.562
425 stimulus/standard 0.000
426 stimulus/standard 0.000
427 stimulus/standard 0.000
428 stimulus/standard 0.000
429 stimulus/standard 0.000
430 stimulus/standard 0.000
431 stimulus/standard 0.000
432 stimulus/standard 0.000
433 stimulus/standard 0.000
434 stimulus/standard 0.562 0.000
435 stimulus/deviant 0.000 0.570
436 stimulus/standard 0.000
437 stimulus/standard 0.000
438 stimulus/standard 0.000
439 stimulus/standard 0.000
440 stimulus/standard 0.000
441 stimulus/standard 0.000
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444 stimulus/standard 0.000
445 stimulus/standard 0.000
446 stimulus/standard 0.000
447 stimulus/standard 0.000
448 stimulus/standard 0.617 0.000
449 stimulus/deviant 0.000 0.555
450 stimulus/standard 0.000
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452 stimulus/standard 0.000
453 stimulus/standard 0.625 0.000
454 stimulus/deviant 0.000 0.562
455 stimulus/standard 0.000
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462 stimulus/standard 0.609 0.000
463 stimulus/deviant 0.000 0.531
464 stimulus/standard 0.000
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468 stimulus/standard 0.000
469 stimulus/standard 0.625 0.000
470 stimulus/deviant 0.000 0.555
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473 stimulus/standard 0.586 0.000
474 stimulus/deviant 0.000 0.625
475 stimulus/standard 0.000
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478 stimulus/standard 0.586 0.000
479 stimulus/deviant 0.000 0.578
480 stimulus/standard 0.000
481 stimulus/standard 0.586 0.000
482 stimulus/deviant 0.000 0.594
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491 stimulus/standard 0.602 0.000
492 stimulus/deviant 0.000 0.586
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495 stimulus/standard 0.586 0.000
496 stimulus/deviant 0.000 0.602
497 stimulus/standard 0.633 0.000
498 stimulus/deviant 0.000 0.539
499 stimulus/standard 0.000
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504 stimulus/standard 0.586 0.000
505 stimulus/deviant 0.000 0.578
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508 stimulus/standard 0.609 0.000
509 stimulus/deviant 0.000 0.570
510 stimulus/standard 0.594 0.000
511 stimulus/deviant 0.000 0.539
512 stimulus/standard 0.000
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517 stimulus/standard 0.625 0.000
518 stimulus/deviant 0.000 0.594
519 stimulus/standard 0.000
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528 stimulus/standard 0.633 0.000
529 stimulus/deviant 0.000 0.570
530 stimulus/standard 0.633 0.000
531 stimulus/deviant 0.000 0.602
532 stimulus/standard 0.000
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534 stimulus/standard 0.555 0.000
535 stimulus/deviant 0.000 0.625
536 stimulus/standard 0.594 0.000
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542 stimulus/standard 0.609 0.000
543 stimulus/deviant 0.000 0.578
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548 stimulus/standard 0.562 0.000
549 stimulus/deviant 0.000 0.578
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555 stimulus/standard 0.570 0.000
556 stimulus/deviant 0.000 0.562
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560 stimulus/deviant 0.000 0.617
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587 stimulus/standard 0.617 0.000
588 stimulus/deviant 0.000 0.547
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590 stimulus/standard 0.625 0.000
591 stimulus/deviant 0.000 0.594
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594 stimulus/standard 0.633 0.000
595 stimulus/deviant 0.000 0.570
596 stimulus/standard 0.555 0.000
597 stimulus/deviant 0.000 0.562
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604 stimulus/deviant 0.000 0.539
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609 stimulus/standard 0.562 0.000
610 stimulus/deviant 0.000 0.633
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612 stimulus/deviant 0.000 0.586
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615 stimulus/deviant 0.000 0.547
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620 stimulus/standard 0.539 0.000
621 stimulus/deviant 0.000 0.539
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741 stimulus/standard 0.547 0.000
742 stimulus/deviant 0.000 0.594
743 stimulus/standard 0.617 0.000
744 stimulus/deviant 0.000 0.609
745 stimulus/standard 0.531 0.000
746 stimulus/deviant 0.000 0.602
747 stimulus/standard 0.000
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750 stimulus/standard 0.000
751 stimulus/standard 0.000
752 stimulus/standard 0.000
753 stimulus/standard 0.617 0.000
754 stimulus/deviant 0.000 0.594
755 stimulus/standard 0.000
756 stimulus/standard 0.625 0.000
757 stimulus/deviant 0.000 0.594
758 stimulus/standard 0.000
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761 stimulus/standard 0.000
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763 stimulus/standard 0.000
764 stimulus/standard 0.594 0.000
765 stimulus/deviant 0.000 0.562
766 stimulus/standard 0.000
767 stimulus/standard 0.000
768 stimulus/standard 0.539 0.000
769 stimulus/deviant 0.000 0.586
770 stimulus/standard 0.586 0.000
771 stimulus/deviant 0.000 0.602
772 stimulus/standard 0.000
773 stimulus/standard 0.578 0.000
774 stimulus/deviant 0.000 0.586
775 stimulus/standard 0.625 0.000
776 stimulus/deviant 0.000 0.570
777 stimulus/standard 0.547 0.000
778 stimulus/deviant 0.000 0.602
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782 stimulus/standard 0.602 0.000
783 stimulus/deviant 0.000 0.602
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785 stimulus/standard 0.000
786 stimulus/standard 0.000
787 stimulus/standard 0.000
788 stimulus/standard 0.000
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790 stimulus/standard 0.000
791 stimulus/standard 0.570 0.000
792 stimulus/deviant 0.000 0.594
793 stimulus/standard 0.000
794 stimulus/standard 0.000
795 stimulus/standard 0.000
796 stimulus/standard 0.641 0.000
797 stimulus/deviant 0.000 0.570
798 stimulus/standard 0.000
799 stimulus/standard 0.000
800 stimulus/standard 0.594 0.000
801 stimulus/deviant 0.000 0.633
802 stimulus/standard 0.000
803 stimulus/standard 0.000
804 stimulus/standard 0.617 0.000
805 stimulus/deviant 0.000 0.625
806 stimulus/standard 0.617 0.000
807 stimulus/deviant 0.000 0.562
808 stimulus/standard 0.555 0.000
809 stimulus/deviant 0.000 0.617
810 stimulus/standard 0.594 0.000
811 stimulus/deviant 0.000 0.594
812 stimulus/standard 0.625 0.000
813 stimulus/deviant 0.000 0.625
814 stimulus/standard 0.000
815 stimulus/standard 0.586 0.000
816 stimulus/deviant 0.000 0.609
817 stimulus/standard 0.633 0.000
818 stimulus/deviant 0.000 0.586
819 stimulus/standard 0.000
820 stimulus/standard 0.000
821 stimulus/standard 0.000
822 stimulus/standard 0.578 0.000
823 stimulus/deviant 0.000 0.570
824 stimulus/standard 0.000
825 stimulus/standard 0.000
826 stimulus/standard 0.000
827 stimulus/standard 0.000
828 stimulus/standard 0.000
829 stimulus/standard 0.000
830 stimulus/standard 0.602 0.000
831 stimulus/deviant 0.000 0.578
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 0.602 0.000
839 stimulus/deviant 0.000 0.609
840 stimulus/standard 0.000
841 stimulus/standard 0.000
842 stimulus/standard 0.000
843 stimulus/standard 0.000
844 stimulus/standard 0.000
845 stimulus/standard 0.570 0.000
846 stimulus/deviant 0.000 0.562
847 stimulus/standard 0.000
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849 stimulus/standard 0.000
850 stimulus/standard 0.000
851 stimulus/standard 0.594 0.000
852 stimulus/deviant 0.000 0.609
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855 stimulus/standard 0.000
856 stimulus/standard 0.000
857 stimulus/standard 0.000
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861 stimulus/standard 0.000
862 stimulus/standard 0.578 0.000
863 stimulus/deviant 0.000 0.609
864 stimulus/standard 0.000
865 stimulus/standard 0.000
866 stimulus/standard 0.000
867 stimulus/standard 0.625 0.000
868 stimulus/deviant 0.000 0.617
869 stimulus/standard 0.594 0.000
870 stimulus/deviant 0.000 0.625
871 stimulus/standard 0.531 0.000
872 stimulus/deviant 0.000 0.578
873 stimulus/standard 0.000
874 stimulus/standard 0.000
875 stimulus/standard 0.555 0.000
876 stimulus/deviant 0.000 0.625
877 stimulus/standard 0.555 0.000
878 stimulus/deviant 0.000 0.625
879 stimulus/standard 0.000
880 stimulus/standard 0.000
881 stimulus/standard 0.000
882 stimulus/standard 0.602 0.000
883 stimulus/deviant 0.000 0.586
884 stimulus/standard 0.000
885 stimulus/standard 0.547 0.000
886 stimulus/deviant 0.000 0.633
887 stimulus/standard 0.570 0.000
888 stimulus/deviant 0.000 0.602
889 stimulus/standard 0.547 0.000
890 stimulus/deviant 0.000 0.586
891 stimulus/standard 0.000
892 stimulus/standard 0.000
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895 stimulus/standard 0.000
896 stimulus/standard 0.000
897 stimulus/standard 0.000
898 stimulus/standard 0.617 0.000
899 stimulus/deviant 0.000 0.578
900 stimulus/standard 0.000
901 stimulus/standard 0.000
902 stimulus/standard 0.539 0.000
903 stimulus/deviant 0.000 0.570
904 stimulus/standard 0.000
905 stimulus/standard 0.000
906 stimulus/standard 0.000
907 stimulus/standard 0.000
908 stimulus/standard 0.602 0.000
909 stimulus/deviant 0.000 0.609
910 stimulus/standard 0.000
911 stimulus/standard 0.000
912 stimulus/standard 0.000
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916 stimulus/standard 0.000
917 stimulus/standard 0.586 0.000
918 stimulus/deviant 0.000 0.617
919 stimulus/standard 0.547 0.000
920 stimulus/deviant 0.000 0.633
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923 stimulus/standard 0.555 0.000
924 stimulus/deviant 0.000 0.578
925 stimulus/standard 0.000
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928 stimulus/standard 0.000
929 stimulus/standard 0.000
930 stimulus/standard 0.000
931 stimulus/standard 0.000
932 stimulus/standard 0.555 0.000
933 stimulus/deviant 0.000 0.594
934 stimulus/standard 0.000
935 stimulus/standard 0.000
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937 stimulus/standard 0.000
938 stimulus/standard 0.000
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946 stimulus/standard 0.000
947 stimulus/standard 0.625 0.000
948 stimulus/deviant 0.000 0.562
949 stimulus/standard 0.000
950 stimulus/standard 0.641 0.000
951 stimulus/deviant 0.000 0.617
952 stimulus/standard 0.531 0.000
953 stimulus/deviant 0.000 0.625
954 stimulus/standard 0.641 0.000
955 stimulus/deviant 0.000 0.586
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957 stimulus/standard 0.586 0.000
958 stimulus/deviant 0.000 0.648
959 stimulus/standard 0.000
960 stimulus/standard 0.555 0.000
961 stimulus/deviant 0.000 0.578
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971 stimulus/standard 0.594 0.000
972 stimulus/deviant 0.000 0.531
973 stimulus/standard 0.000
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975 stimulus/standard 0.000
976 stimulus/standard 0.000
977 stimulus/standard 0.000
978 stimulus/standard 0.609 0.000
979 stimulus/deviant 0.000 0.539
980 stimulus/standard 0.562 0.000
981 stimulus/deviant 0.000 0.578
982 stimulus/standard 0.000
983 stimulus/standard 0.000
984 stimulus/standard 0.000

985 rows × 6 columns

ERP image (EEG)
No epochs exceeded the rejection thresholds. Nothing was dropped.
PSD
PSD calculated from 30 epochs (30.0 s).
Method picard
Fit parameters fastica_it=5
max_iter=1000
Fit 124 iterations on epochs (64025 samples)
ICA components 28
Available PCA components 29
Channel types eeg
ICA components marked for exclusion ICA003
ICA005
ICA008
ICA019
ICA020
ICA027
General
Measurement date Unknown
Experimenter Unknown
Participant sub-019
Channels
Digitized points 33 points
Good channels 29 EEG, 2 EOG
Bad channels F7
EOG channels HEOG, VEOG
ECG channels Not available
Data
Sampling frequency 128.00 Hz
Highpass 0.10 Hz
Lowpass 64.00 Hz
Filenames sub-019_ses-MMN_task-MMN_proc-filt_raw.fif
Duration 00:09:55 (HH:MM:SS)
Time series
Segment 1 of 5
Time series
Segment 2 of 5
Time series
Segment 3 of 5
Time series
Segment 4 of 5
Time series
Segment 5 of 5
PSD
{'eeg': 0.00011337593812928062}
Number of events 985
Events stimulus/deviant: 200
stimulus/standard: 785
Time range -0.203 – 0.797 s
Baseline -0.203 – 0.000 s
Epoch # event_name STATUS stimulus/180 stimulus/deviant stimulus/standard
0 stimulus/standard None None 0.602 0.000
1 stimulus/deviant None None 0.000 0.594
2 stimulus/standard None None 0.609 0.000
3 stimulus/deviant None None 0.000 0.625
4 stimulus/standard None None 0.000
5 stimulus/standard None None 0.633 0.000
6 stimulus/deviant None None 0.000 0.562
7 stimulus/standard None None 0.602 0.000
8 stimulus/deviant None None 0.000 0.641
9 stimulus/standard None None 0.000
10 stimulus/standard None None 0.000
11 stimulus/standard None None 0.633 0.000
12 stimulus/deviant None None 0.000 0.539
13 stimulus/standard None None 0.000
14 stimulus/standard None None 0.000
15 stimulus/standard None None 0.000
16 stimulus/standard None None 0.000
17 stimulus/standard None None 0.000
18 stimulus/standard None None 0.000
19 stimulus/standard None None 0.000
20 stimulus/standard None None 0.570 0.000
21 stimulus/deviant None None 0.000 0.625
22 stimulus/standard None None 0.562 0.000
23 stimulus/deviant None None 0.000 0.539
24 stimulus/standard None None 0.000
25 stimulus/standard None None 0.000
26 stimulus/standard None None 0.000
27 stimulus/standard None None 0.000
28 stimulus/standard None None 0.000
29 stimulus/standard None None 0.000
30 stimulus/standard None None 0.531 0.000
31 stimulus/deviant None None 0.000 0.609
32 stimulus/standard None None 0.000
33 stimulus/standard None None 0.000
34 stimulus/standard None None 0.562 0.000
35 stimulus/deviant None None 0.000 0.562
36 stimulus/standard None None 0.000
37 stimulus/standard None None 0.000
38 stimulus/standard None None 0.000
39 stimulus/standard None None 0.625 0.000
40 stimulus/deviant None None 0.000 0.586
41 stimulus/standard None None 0.602 0.000
42 stimulus/deviant None None 0.000 0.555
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 0.617 0.000
54 stimulus/deviant None None 0.000 0.594
55 stimulus/standard None None 0.000
56 stimulus/standard None None 0.000
57 stimulus/standard None None 0.000
58 stimulus/standard None None 0.000
59 stimulus/standard None None 0.547 0.000
60 stimulus/deviant None None 0.000 0.625
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 0.609 0.000
66 stimulus/deviant None None 0.000 0.602
67 stimulus/standard None None 0.000
68 stimulus/standard None None 0.555 0.000
69 stimulus/deviant None None 0.000 0.625
70 stimulus/standard None None 0.000
71 stimulus/standard None None 0.547 0.000
72 stimulus/deviant None None 0.000 0.555
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 0.539 0.000
80 stimulus/deviant None None 0.000 0.602
81 stimulus/standard None None 0.602 0.000
82 stimulus/deviant None None 0.000 0.578
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 0.539 0.000
89 stimulus/deviant None None 0.000 0.578
90 stimulus/standard None None 0.617 0.000
91 stimulus/deviant None None 0.000 0.578
92 stimulus/standard None None 0.000
93 stimulus/standard None None 0.000
94 stimulus/standard None None 0.000
95 stimulus/standard None None 0.000
96 stimulus/standard None None 0.000
97 stimulus/standard None None 0.000
98 stimulus/standard None None 0.609 0.000
99 stimulus/deviant None None 0.000 0.578
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 0.555 0.000
104 stimulus/deviant None None 0.000 0.594
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 0.000
109 stimulus/standard None None 0.000
110 stimulus/standard None None 0.000
111 stimulus/standard None None 0.000
112 stimulus/standard None None 0.000
113 stimulus/standard None None 0.000
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 0.000
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 0.555 0.000
125 stimulus/deviant None None 0.000 0.578
126 stimulus/standard None None 0.609 0.000
127 stimulus/deviant None None 0.000 0.641
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 0.000
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 0.000
137 stimulus/standard None None 0.000
138 stimulus/standard None None 0.000
139 stimulus/standard None None 0.000
140 stimulus/standard None None 0.000
141 stimulus/standard None None 0.609 0.000
142 stimulus/deviant None None 0.000 0.539
143 stimulus/standard None None 0.547 0.000
144 stimulus/deviant None None 0.000 0.609
145 stimulus/standard None None 0.000
146 stimulus/standard None None 0.586 0.000
147 stimulus/deviant None None 0.000 0.602
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 0.578 0.000
153 stimulus/deviant None None 0.000 0.578
154 stimulus/standard None None 0.000
155 stimulus/standard None None 0.000
156 stimulus/standard None None 0.000
157 stimulus/standard None None 0.625 0.000
158 stimulus/deviant None None 0.000 0.570
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 0.000
164 stimulus/standard None None 0.000
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 0.000
170 stimulus/standard None None 0.000
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 0.586 0.000
181 stimulus/deviant None None 0.000 0.570
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 0.570 0.000
186 stimulus/deviant None None 0.000 0.555
187 stimulus/standard None None 0.000
188 stimulus/standard None None 0.000
189 stimulus/standard None None 0.633 0.000
190 stimulus/deviant None None 0.000 0.547
191 stimulus/standard None None 0.000
192 stimulus/standard None None 0.594 0.000
193 stimulus/deviant None None 0.000 0.625
194 stimulus/standard None None 0.000
195 stimulus/standard None None 0.000
196 stimulus/standard None None 0.000
197 stimulus/standard None None 0.531 0.000
198 stimulus/deviant None None 0.000 0.586
199 stimulus/standard None None 0.000
200 stimulus/standard None None 0.000
201 stimulus/standard None None 0.000
202 stimulus/standard None None 0.000
203 stimulus/standard None None 0.562 0.000
204 stimulus/deviant None None 0.000 0.602
205 stimulus/standard None None 0.000
206 stimulus/standard None None 0.633 0.000
207 stimulus/deviant None None 0.000 0.562
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 0.000
212 stimulus/standard None None 0.000
213 stimulus/standard None None 0.000
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 0.602
218 stimulus/standard None None 0.000
219 stimulus/standard None None 0.633 0.000
220 stimulus/deviant None None 0.000 0.578
221 stimulus/standard None None 0.594 0.000
222 stimulus/deviant None None 0.000 0.602
223 stimulus/standard None None 0.000
224 stimulus/standard None None 0.539 0.000
225 stimulus/deviant None None 0.000 0.594
226 stimulus/standard None None 0.000
227 stimulus/standard None None 0.000
228 stimulus/standard None None 0.562 0.000
229 stimulus/deviant None None 0.000 0.594
230 stimulus/standard None None 0.602 0.000
231 stimulus/deviant None None 0.000 0.617
232 stimulus/standard None None 0.539 0.000
233 stimulus/deviant None None 0.000 0.609
234 stimulus/standard None None 0.000
235 stimulus/standard None None 0.562 0.000
236 stimulus/deviant None None 0.000 0.555
237 stimulus/standard None None 0.000
238 stimulus/standard None None 0.000
239 stimulus/standard None None 0.633 0.000
240 stimulus/deviant None None 0.000 0.578
241 stimulus/standard None None 0.633 0.000
242 stimulus/deviant None None 0.000 0.602
243 stimulus/standard None None 0.000
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 0.562 0.000
251 stimulus/deviant None None 0.000 0.602
252 stimulus/standard None None 0.617 0.000
253 stimulus/deviant None None 0.000 0.633
254 stimulus/standard None None 0.000
255 stimulus/standard None None 0.570 0.000
256 stimulus/deviant None None 0.000 0.570
257 stimulus/standard None None 0.000
258 stimulus/standard None None 0.586 0.000
259 stimulus/deviant None None 0.000 0.555
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 0.000
266 stimulus/standard None None 0.000
267 stimulus/standard None None 0.000
268 stimulus/standard None None 0.594 0.000
269 stimulus/deviant None None 0.000 0.578
270 stimulus/standard None None 0.000
271 stimulus/standard None None 0.000
272 stimulus/standard None None 0.000
273 stimulus/standard None None 0.617 0.000
274 stimulus/deviant None None 0.000 0.586
275 stimulus/standard None None 0.000
276 stimulus/standard None None 0.000
277 stimulus/standard None None 0.602 0.000
278 stimulus/deviant None None 0.000 0.562
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
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 0.594 0.000
288 stimulus/deviant None None 0.000 0.555
289 stimulus/standard None None 0.000
290 stimulus/standard None None 0.000
291 stimulus/standard None None 0.000
292 stimulus/standard None None 0.000
293 stimulus/standard None None 0.594 0.000
294 stimulus/deviant None None 0.000 0.586
295 stimulus/standard None None 0.000
296 stimulus/standard None None 0.602 0.000
297 stimulus/deviant None None 0.000 0.648
298 stimulus/standard None None 0.000
299 stimulus/standard None None 0.000
300 stimulus/standard None None 0.617 0.000
301 stimulus/deviant None None 0.000 0.594
302 stimulus/standard None None 0.625 0.000
303 stimulus/deviant None None 0.000 0.594
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 0.609 0.000
314 stimulus/deviant None None 0.000 0.617
315 stimulus/standard None None 0.586 0.000
316 stimulus/deviant None None 0.000 0.570
317 stimulus/standard None None 0.000
318 stimulus/standard None None 0.555 0.000
319 stimulus/deviant None None 0.000 0.586
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 0.562 0.000
324 stimulus/deviant None None 0.000 0.586
325 stimulus/standard None None 0.000
326 stimulus/standard None None 0.000
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 0.000
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 0.617
340 stimulus/standard None None 0.000
341 stimulus/standard None None 0.586 0.000
342 stimulus/deviant None None 0.000 0.586
343 stimulus/standard None None 0.570 0.000
344 stimulus/deviant None None 0.000 0.594
345 stimulus/standard None None 0.000
346 stimulus/standard None None 0.609 0.000
347 stimulus/deviant None None 0.000 0.547
348 stimulus/standard None None 0.602 0.000
349 stimulus/deviant None None 0.000 0.555
350 stimulus/standard None None 0.586 0.000
351 stimulus/deviant None None 0.000 0.586
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 0.625 0.000
358 stimulus/deviant None None 0.000 0.531
359 stimulus/standard None None 0.000
360 stimulus/standard None None 0.000
361 stimulus/standard None None 0.000
362 stimulus/standard None None 0.000
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 0.000
367 stimulus/standard None None 0.000
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 0.000
372 stimulus/standard None None 0.000
373 stimulus/standard None None 0.000
374 stimulus/standard None None 0.555 0.000
375 stimulus/deviant None None 0.000 0.609
376 stimulus/standard None None 0.000
377 stimulus/standard None None 0.000
378 stimulus/standard None None 0.000
379 stimulus/standard None None 0.000
380 stimulus/standard None None 0.570 0.000
381 stimulus/deviant None None 0.000 0.562
382 stimulus/standard None None 0.570 0.000
383 stimulus/deviant None None 0.000 0.547
384 stimulus/standard None None 0.000
385 stimulus/standard None None 0.000
386 stimulus/standard None None 0.617 0.000
387 stimulus/deviant None None 0.000 0.586
388 stimulus/standard None None 0.000
389 stimulus/standard None None 0.000
390 stimulus/standard None None 0.625 0.000
391 stimulus/deviant None None 0.000 0.609
392 stimulus/standard None None 0.000
393 stimulus/standard None None 0.562 0.000
394 stimulus/deviant None None 0.000 0.578
395 stimulus/standard None None 0.000
396 stimulus/standard None None 0.000
397 stimulus/standard None None 0.000
398 stimulus/standard None None 0.555 0.000
399 stimulus/deviant None None 0.000 0.547
400 stimulus/standard None None 0.000
401 stimulus/standard None None 0.594 0.000
402 stimulus/deviant None None 0.000 0.594
403 stimulus/standard None None 0.000
404 stimulus/standard None None 0.555 0.000
405 stimulus/deviant None None 0.000 0.609
406 stimulus/standard None None 0.000
407 stimulus/standard None None 0.562 0.000
408 stimulus/deviant None None 0.000 0.609
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 0.000
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 0.000
419 stimulus/standard None None 0.000
420 stimulus/standard None None 0.562 0.000
421 stimulus/deviant None None 0.000 0.555
422 stimulus/standard None None 0.000
423 stimulus/standard None None 0.602 0.000
424 stimulus/deviant None None 0.000 0.562
425 stimulus/standard None None 0.000
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 0.000
431 stimulus/standard None None 0.000
432 stimulus/standard None None 0.000
433 stimulus/standard None None 0.000
434 stimulus/standard None None 0.562 0.000
435 stimulus/deviant None None 0.000 0.570
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 0.000
440 stimulus/standard None None 0.000
441 stimulus/standard None None 0.000
442 stimulus/standard None None 0.000
443 stimulus/standard None None 0.000
444 stimulus/standard None None 0.000
445 stimulus/standard None None 0.000
446 stimulus/standard None None 0.000
447 stimulus/standard None None 0.000
448 stimulus/standard None None 0.617 0.000
449 stimulus/deviant None None 0.000 0.555
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 0.625 0.000
454 stimulus/deviant None None 0.000 0.562
455 stimulus/standard None None 0.000
456 stimulus/standard None None 0.000
457 stimulus/standard None None 0.000
458 stimulus/standard None None 0.000
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 0.609 0.000
463 stimulus/deviant None None 0.000 0.531
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 0.000
469 stimulus/standard None None 0.625 0.000
470 stimulus/deviant None None 0.000 0.555
471 stimulus/standard None None 0.000
472 stimulus/standard None None 0.000
473 stimulus/standard None None 0.586 0.000
474 stimulus/deviant None None 0.000 0.625
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 0.586 0.000
479 stimulus/deviant None None 0.000 0.578
480 stimulus/standard None None 0.000
481 stimulus/standard None None 0.586 0.000
482 stimulus/deviant None None 0.000 0.594
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
491 stimulus/standard None None 0.602 0.000
492 stimulus/deviant None None 0.000 0.586
493 stimulus/standard None None 0.000
494 stimulus/standard None None 0.000
495 stimulus/standard None None 0.586 0.000
496 stimulus/deviant None None 0.000 0.602
497 stimulus/standard None None 0.633 0.000
498 stimulus/deviant None None 0.000 0.539
499 stimulus/standard None None 0.000
500 stimulus/standard None None 0.000
501 stimulus/standard None None 0.000
502 stimulus/standard None None 0.000
503 stimulus/standard None None 0.000
504 stimulus/standard None None 0.586 0.000
505 stimulus/deviant None None 0.000 0.578
506 stimulus/standard None None 0.000
507 stimulus/standard None None 0.000
508 stimulus/standard None None 0.609 0.000
509 stimulus/deviant None None 0.000 0.570
510 stimulus/standard None None 0.594 0.000
511 stimulus/deviant None None 0.000 0.539
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 0.625 0.000
518 stimulus/deviant None None 0.000 0.594
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 0.000
524 stimulus/standard None None 0.000
525 stimulus/standard None None 0.000
526 stimulus/standard None None 0.000
527 stimulus/standard None None 0.000
528 stimulus/standard None None 0.633 0.000
529 stimulus/deviant None None 0.000 0.570
530 stimulus/standard None None 0.633 0.000
531 stimulus/deviant None None 0.000 0.602
532 stimulus/standard None None 0.000
533 stimulus/standard None None 0.000
534 stimulus/standard None None 0.555 0.000
535 stimulus/deviant None None 0.000 0.625
536 stimulus/standard None None 0.594 0.000
537 stimulus/deviant None None 0.000 0.617
538 stimulus/standard None None 0.000
539 stimulus/standard None None 0.000
540 stimulus/standard None None 0.000
541 stimulus/standard None None 0.000
542 stimulus/standard None None 0.609 0.000
543 stimulus/deviant None None 0.000 0.578
544 stimulus/standard None None 0.000
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 0.562 0.000
549 stimulus/deviant None None 0.000 0.578
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 0.570 0.000
556 stimulus/deviant None None 0.000 0.562
557 stimulus/standard None None 0.000
558 stimulus/standard None None 0.000
559 stimulus/standard None None 0.570 0.000
560 stimulus/deviant None None 0.000 0.617
561 stimulus/standard None None 0.000
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 0.000
568 stimulus/standard None None 0.000
569 stimulus/standard None None 0.000
570 stimulus/standard None None 0.000
571 stimulus/standard None None 0.586 0.000
572 stimulus/deviant None None 0.000 0.625
573 stimulus/standard None None 0.000
574 stimulus/standard None None 0.000
575 stimulus/standard None None 0.586 0.000
576 stimulus/deviant None None 0.000 0.602
577 stimulus/standard None None 0.000
578 stimulus/standard None None 0.000
579 stimulus/standard None None 0.000
580 stimulus/standard None None 0.000
581 stimulus/standard None None 0.578 0.000
582 stimulus/deviant None None 0.000 0.578
583 stimulus/standard None None 0.000
584 stimulus/standard None None 0.000
585 stimulus/standard None None 0.000
586 stimulus/standard None None 0.000
587 stimulus/standard None None 0.617 0.000
588 stimulus/deviant None None 0.000 0.547
589 stimulus/standard None None 0.000
590 stimulus/standard None None 0.625 0.000
591 stimulus/deviant None None 0.000 0.594
592 stimulus/standard None None 0.000
593 stimulus/standard None None 0.000
594 stimulus/standard None None 0.633 0.000
595 stimulus/deviant None None 0.000 0.570
596 stimulus/standard None None 0.555 0.000
597 stimulus/deviant None None 0.000 0.562
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 0.000
602 stimulus/standard None None 0.000
603 stimulus/standard None None 0.641 0.000
604 stimulus/deviant None None 0.000 0.539
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 0.562 0.000
610 stimulus/deviant None None 0.000 0.633
611 stimulus/standard None None 0.633 0.000
612 stimulus/deviant None None 0.000 0.586
613 stimulus/standard None None 0.000
614 stimulus/standard None None 0.531 0.000
615 stimulus/deviant None None 0.000 0.547
616 stimulus/standard None None 0.000
617 stimulus/standard None None 0.000
618 stimulus/standard None None 0.000
619 stimulus/standard None None 0.000
620 stimulus/standard None None 0.539 0.000
621 stimulus/deviant None None 0.000 0.539
622 stimulus/standard None None 0.000
623 stimulus/standard None None 0.000
624 stimulus/standard None None 0.594 0.000
625 stimulus/deviant None None 0.000 0.617
626 stimulus/standard None None 0.000
627 stimulus/standard None None 0.633 0.000
628 stimulus/deviant None None 0.000 0.594
629 stimulus/standard None None 0.586 0.000
630 stimulus/deviant None None 0.000 0.570
631 stimulus/standard None None 0.586 0.000
632 stimulus/deviant None None 0.000 0.570
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 0.000
639 stimulus/standard None None 0.000
640 stimulus/standard None None 0.000
641 stimulus/standard None None 0.555 0.000
642 stimulus/deviant None None 0.000 0.562
643 stimulus/standard None None 0.000
644 stimulus/standard None None 0.000
645 stimulus/standard None None 0.555 0.000
646 stimulus/deviant None None 0.000 0.602
647 stimulus/standard None None 0.000
648 stimulus/standard None None 0.000
649 stimulus/standard None None 0.617 0.000
650 stimulus/deviant None None 0.000 0.625
651 stimulus/standard None None 0.000
652 stimulus/standard None None 0.000
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 0.000
657 stimulus/standard None None 0.000
658 stimulus/standard None None 0.562 0.000
659 stimulus/deviant None None 0.000 0.555
660 stimulus/standard None None 0.594 0.000
661 stimulus/deviant None None 0.000 0.570
662 stimulus/standard None None 0.570 0.000
663 stimulus/deviant None None 0.000 0.625
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 0.586 0.000
668 stimulus/deviant None None 0.000 0.547
669 stimulus/standard None None 0.000
670 stimulus/standard None None 0.000
671 stimulus/standard None None 0.602 0.000
672 stimulus/deviant None None 0.000 0.547
673 stimulus/standard None None 0.000
674 stimulus/standard None None 0.000
675 stimulus/standard None None 0.625 0.000
676 stimulus/deviant None None 0.000 0.617
677 stimulus/standard None None 0.000
678 stimulus/standard None None 0.570 0.000
679 stimulus/deviant None None 0.000 0.523
680 stimulus/standard None None 0.000
681 stimulus/standard None None 0.625 0.000
682 stimulus/deviant None None 0.000 0.531
683 stimulus/standard None None 0.625 0.000
684 stimulus/deviant None None 0.000 0.555
685 stimulus/standard None None 0.617 0.000
686 stimulus/deviant None None 0.000 0.625
687 stimulus/standard None None 0.000
688 stimulus/standard None None 0.602 0.000
689 stimulus/deviant None None 0.000 0.617
690 stimulus/standard None None 0.000
691 stimulus/standard None None 0.000
692 stimulus/standard None None 0.000
693 stimulus/standard None None 0.000
694 stimulus/standard None None 0.000
695 stimulus/standard None None 0.594 0.000
696 stimulus/deviant None None 0.000 0.586
697 stimulus/standard None None 0.586 0.000
698 stimulus/deviant None None 0.000 0.562
699 stimulus/standard None None 0.000
700 stimulus/standard None None 0.000
701 stimulus/standard None None 0.633 0.000
702 stimulus/deviant None None 0.000 0.617
703 stimulus/standard None None 0.000
704 stimulus/standard None None 0.539 0.000
705 stimulus/deviant None None 0.000 0.539
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 0.617 0.000
712 stimulus/deviant None None 0.000 0.594
713 stimulus/standard None None 0.000
714 stimulus/standard None None 0.000
715 stimulus/standard None None 0.000
716 stimulus/standard None None 0.000
717 stimulus/standard None None 0.000
718 stimulus/standard None None 0.609 0.000
719 stimulus/deviant None None 0.000 0.547
720 stimulus/standard None None 0.586 0.000
721 stimulus/deviant None None 0.000 0.586
722 stimulus/standard None None 0.000
723 stimulus/standard None None 0.609 0.000
724 stimulus/deviant None None 0.000 0.641
725 stimulus/standard None None 0.000
726 stimulus/standard None None 0.000
727 stimulus/standard None None 0.539 0.000
728 stimulus/deviant None None 0.000 0.578
729 stimulus/standard None None 0.594 0.000
730 stimulus/deviant None None 0.000 0.609
731 stimulus/standard None None 0.000
732 stimulus/standard None None 0.578 0.000
733 stimulus/deviant None None 0.000 0.555
734 stimulus/standard None None 0.000
735 stimulus/standard None None 0.547 0.000
736 stimulus/deviant None None 0.000 0.547
737 stimulus/standard None None 0.617 0.000
738 stimulus/deviant None None 0.000 0.641
739 stimulus/standard None None 0.000
740 stimulus/standard None None 0.000
741 stimulus/standard None None 0.547 0.000
742 stimulus/deviant None None 0.000 0.594
743 stimulus/standard None None 0.617 0.000
744 stimulus/deviant None None 0.000 0.609
745 stimulus/standard None None 0.531 0.000
746 stimulus/deviant None None 0.000 0.602
747 stimulus/standard None None 0.000
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 0.617 0.000
754 stimulus/deviant None None 0.000 0.594
755 stimulus/standard None None 0.000
756 stimulus/standard None None 0.625 0.000
757 stimulus/deviant None None 0.000 0.594
758 stimulus/standard None None 0.000
759 stimulus/standard None None 0.000
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 0.000
764 stimulus/standard None None 0.594 0.000
765 stimulus/deviant None None 0.000 0.562
766 stimulus/standard None None 0.000
767 stimulus/standard None None 0.000
768 stimulus/standard None None 0.539 0.000
769 stimulus/deviant None None 0.000 0.586
770 stimulus/standard None None 0.586 0.000
771 stimulus/deviant None None 0.000 0.602
772 stimulus/standard None None 0.000
773 stimulus/standard None None 0.578 0.000
774 stimulus/deviant None None 0.000 0.586
775 stimulus/standard None None 0.625 0.000
776 stimulus/deviant None None 0.000 0.570
777 stimulus/standard None None 0.547 0.000
778 stimulus/deviant None None 0.000 0.602
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 0.602 0.000
783 stimulus/deviant None None 0.000 0.602
784 stimulus/standard None None 0.000
785 stimulus/standard None None 0.000
786 stimulus/standard None None 0.000
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 0.570 0.000
792 stimulus/deviant None None 0.000 0.594
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 0.641 0.000
797 stimulus/deviant None None 0.000 0.570
798 stimulus/standard None None 0.000
799 stimulus/standard None None 0.000
800 stimulus/standard None None 0.594 0.000
801 stimulus/deviant None None 0.000 0.633
802 stimulus/standard None None 0.000
803 stimulus/standard None None 0.000
804 stimulus/standard None None 0.617 0.000
805 stimulus/deviant None None 0.000 0.625
806 stimulus/standard None None 0.617 0.000
807 stimulus/deviant None None 0.000 0.562
808 stimulus/standard None None 0.555 0.000
809 stimulus/deviant None None 0.000 0.617
810 stimulus/standard None None 0.594 0.000
811 stimulus/deviant None None 0.000 0.594
812 stimulus/standard None None 0.625 0.000
813 stimulus/deviant None None 0.000 0.625
814 stimulus/standard None None 0.000
815 stimulus/standard None None 0.586 0.000
816 stimulus/deviant None None 0.000 0.609
817 stimulus/standard None None 0.633 0.000
818 stimulus/deviant None None 0.000 0.586
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 0.578 0.000
823 stimulus/deviant None None 0.000 0.570
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 0.000
828 stimulus/standard None None 0.000
829 stimulus/standard None None 0.000
830 stimulus/standard None None 0.602 0.000
831 stimulus/deviant None None 0.000 0.578
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 0.602 0.000
839 stimulus/deviant None None 0.000 0.609
840 stimulus/standard None None 0.000
841 stimulus/standard None None 0.000
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 0.570 0.000
846 stimulus/deviant None None 0.000 0.562
847 stimulus/standard None None 0.000
848 stimulus/standard None None 0.000
849 stimulus/standard None None 0.000
850 stimulus/standard None None 0.000
851 stimulus/standard None None 0.594 0.000
852 stimulus/deviant None None 0.000 0.609
853 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 0.000
857 stimulus/standard None None 0.000
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 0.578 0.000
863 stimulus/deviant None None 0.000 0.609
864 stimulus/standard None None 0.000
865 stimulus/standard None None 0.000
866 stimulus/standard None None 0.000
867 stimulus/standard None None 0.625 0.000
868 stimulus/deviant None None 0.000 0.617
869 stimulus/standard None None 0.594 0.000
870 stimulus/deviant None None 0.000 0.625
871 stimulus/standard None None 0.531 0.000
872 stimulus/deviant None None 0.000 0.578
873 stimulus/standard None None 0.000
874 stimulus/standard None None 0.000
875 stimulus/standard None None 0.555 0.000
876 stimulus/deviant None None 0.000 0.625
877 stimulus/standard None None 0.555 0.000
878 stimulus/deviant None None 0.000 0.625
879 stimulus/standard None None 0.000
880 stimulus/standard None None 0.000
881 stimulus/standard None None 0.000
882 stimulus/standard None None 0.602 0.000
883 stimulus/deviant None None 0.000 0.586
884 stimulus/standard None None 0.000
885 stimulus/standard None None 0.547 0.000
886 stimulus/deviant None None 0.000 0.633
887 stimulus/standard None None 0.570 0.000
888 stimulus/deviant None None 0.000 0.602
889 stimulus/standard None None 0.547 0.000
890 stimulus/deviant None None 0.000 0.586
891 stimulus/standard None None 0.000
892 stimulus/standard None None 0.000
893 stimulus/standard None None 0.000
894 stimulus/standard None None 0.000
895 stimulus/standard None None 0.000
896 stimulus/standard None None 0.000
897 stimulus/standard None None 0.000
898 stimulus/standard None None 0.617 0.000
899 stimulus/deviant None None 0.000 0.578
900 stimulus/standard None None 0.000
901 stimulus/standard None None 0.000
902 stimulus/standard None None 0.539 0.000
903 stimulus/deviant None None 0.000 0.570
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 0.000
908 stimulus/standard None None 0.602 0.000
909 stimulus/deviant None None 0.000 0.609
910 stimulus/standard None None 0.000
911 stimulus/standard None None 0.000
912 stimulus/standard None None 0.000
913 stimulus/standard None None 0.000
914 stimulus/standard None None 0.000
915 stimulus/standard None None 0.000
916 stimulus/standard None None 0.000
917 stimulus/standard None None 0.586 0.000
918 stimulus/deviant None None 0.000 0.617
919 stimulus/standard None None 0.547 0.000
920 stimulus/deviant None None 0.000 0.633
921 stimulus/standard None None 0.000
922 stimulus/standard None None 0.000
923 stimulus/standard None None 0.555 0.000
924 stimulus/deviant None None 0.000 0.578
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 0.000
929 stimulus/standard None None 0.000
930 stimulus/standard None None 0.000
931 stimulus/standard None None 0.000
932 stimulus/standard None None 0.555 0.000
933 stimulus/deviant None None 0.000 0.594
934 stimulus/standard None None 0.000
935 stimulus/standard None None 0.000
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 0.000
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 0.625 0.000
948 stimulus/deviant None None 0.000 0.562
949 stimulus/standard None None 0.000
950 stimulus/standard None None 0.641 0.000
951 stimulus/deviant None None 0.000 0.617
952 stimulus/standard None None 0.531 0.000
953 stimulus/deviant None None 0.000 0.625
954 stimulus/standard None None 0.641 0.000
955 stimulus/deviant None None 0.000 0.586
956 stimulus/standard None None 0.000
957 stimulus/standard None None 0.586 0.000
958 stimulus/deviant None None 0.000 0.648
959 stimulus/standard None None 0.000
960 stimulus/standard None None 0.555 0.000
961 stimulus/deviant None None 0.000 0.578
962 stimulus/standard None None 0.000
963 stimulus/standard None None 0.000
964 stimulus/standard None None 0.000
965 stimulus/standard None None 0.000
966 stimulus/standard None None 0.000
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 0.594 0.000
972 stimulus/deviant None None 0.000 0.531
973 stimulus/standard None None 0.000
974 stimulus/standard None None 0.000
975 stimulus/standard None None 0.000
976 stimulus/standard None None 0.000
977 stimulus/standard None None 0.000
978 stimulus/standard None None 0.609 0.000
979 stimulus/deviant None None 0.000 0.539
980 stimulus/standard None None 0.562 0.000
981 stimulus/deviant None None 0.000 0.578
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)
No epochs exceeded the rejection thresholds. Nothing was dropped.
PSD
PSD calculated from 30 epochs (30.0 s).
Time course (EEG)
Topographies
Time point: -0.203 s
Topographies
Time point: -0.153 s
Topographies
Time point: -0.103 s
Topographies
Time point: -0.053 s
Topographies
Time point: -0.003 s
Topographies
Time point: 0.047 s
Topographies
Time point: 0.097 s
Topographies
Time point: 0.147 s
Topographies
Time point: 0.197 s
Topographies
Time point: 0.247 s
Topographies
Time point: 0.297 s
Topographies
Time point: 0.347 s
Topographies
Time point: 0.397 s
Topographies
Time point: 0.447 s
Topographies
Time point: 0.497 s
Topographies
Time point: 0.547 s
Topographies
Time point: 0.597 s
Topographies
Time point: 0.647 s
Topographies
Time point: 0.697 s
Topographies
Time point: 0.747 s
Topographies
Time point: 0.797 s
Global field power
Time course (EEG)
Topographies
Time point: -0.203 s
Topographies
Time point: -0.153 s
Topographies
Time point: -0.103 s
Topographies
Time point: -0.053 s
Topographies
Time point: -0.003 s
Topographies
Time point: 0.047 s
Topographies
Time point: 0.097 s
Topographies
Time point: 0.147 s
Topographies
Time point: 0.197 s
Topographies
Time point: 0.247 s
Topographies
Time point: 0.297 s
Topographies
Time point: 0.347 s
Topographies
Time point: 0.397 s
Topographies
Time point: 0.447 s
Topographies
Time point: 0.497 s
Topographies
Time point: 0.547 s
Topographies
Time point: 0.597 s
Topographies
Time point: 0.647 s
Topographies
Time point: 0.697 s
Topographies
Time point: 0.747 s
Topographies
Time point: 0.797 s
Global field power
Time course (EEG)
Topographies
Time point: -0.203 s
Topographies
Time point: -0.153 s
Topographies
Time point: -0.103 s
Topographies
Time point: -0.053 s
Topographies
Time point: -0.003 s
Topographies
Time point: 0.047 s
Topographies
Time point: 0.097 s
Topographies
Time point: 0.147 s
Topographies
Time point: 0.197 s
Topographies
Time point: 0.247 s
Topographies
Time point: 0.297 s
Topographies
Time point: 0.347 s
Topographies
Time point: 0.397 s
Topographies
Time point: 0.447 s
Topographies
Time point: 0.497 s
Topographies
Time point: 0.547 s
Topographies
Time point: 0.597 s
Topographies
Time point: 0.647 s
Topographies
Time point: 0.697 s
Topographies
Time point: 0.747 s
Topographies
Time point: 0.797 s
Global field power
Full-epochs decoding
Each black dot represents the single cross-validation score. The red cross is the mean of all 5 cross-validation scores. The dashed line is expected chance performance.
Decoding over time: stimulus/deviant vs. stimulus/standard
Time-by-time decoding: 200 × stimulus/deviant vs. 785 × stimulus/standard
Time generalization: stimulus/deviant vs. stimulus/standard
Time generalization (generalization across time, GAT): each classifier is trained on each time point, and tested on all other time points.
  """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")


  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