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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461 stimulus/standard 0.000
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
476 stimulus/standard 0.000
477 stimulus/standard 0.000
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
483 stimulus/standard 0.000
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485 stimulus/standard 0.000
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490 stimulus/standard 0.000
491 stimulus/standard 0.602 0.000
492 stimulus/deviant 0.000 0.586
493 stimulus/standard 0.000
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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
506 stimulus/standard 0.000
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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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559 stimulus/standard 0.570 0.000
560 stimulus/deviant 0.000 0.617
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570 stimulus/standard 0.000
571 stimulus/standard 0.586 0.000
572 stimulus/deviant 0.000 0.625
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576 stimulus/deviant 0.000 0.602
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586 stimulus/standard 0.000
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
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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 0.641 0.000
604 stimulus/deviant 0.000 0.539
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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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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
779 stimulus/standard 0.000
780 stimulus/standard 0.000
781 stimulus/standard 0.000
782 stimulus/standard 0.602 0.000
783 stimulus/deviant 0.000 0.602
784 stimulus/standard 0.000
785 stimulus/standard 0.000
786 stimulus/standard 0.000
787 stimulus/standard 0.000
788 stimulus/standard 0.000
789 stimulus/standard 0.000
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
848 stimulus/standard 0.000
849 stimulus/standard 0.000
850 stimulus/standard 0.000
851 stimulus/standard 0.594 0.000
852 stimulus/deviant 0.000 0.609
853 stimulus/standard 0.000
854 stimulus/standard 0.000
855 stimulus/standard 0.000
856 stimulus/standard 0.000
857 stimulus/standard 0.000
858 stimulus/standard 0.000
859 stimulus/standard 0.000
860 stimulus/standard 0.000
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
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 0.617 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
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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
921 stimulus/standard 0.000
922 stimulus/standard 0.000
923 stimulus/standard 0.555 0.000
924 stimulus/deviant 0.000 0.578
925 stimulus/standard 0.000
926 stimulus/standard 0.000
927 stimulus/standard 0.000
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
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 0.000
943 stimulus/standard 0.000
944 stimulus/standard 0.000
945 stimulus/standard 0.000
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
956 stimulus/standard 0.000
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
962 stimulus/standard 0.000
963 stimulus/standard 0.000
964 stimulus/standard 0.000
965 stimulus/standard 0.000
966 stimulus/standard 0.000
967 stimulus/standard 0.000
968 stimulus/standard 0.000
969 stimulus/standard 0.000
970 stimulus/standard 0.000
971 stimulus/standard 0.594 0.000
972 stimulus/deviant 0.000 0.531
973 stimulus/standard 0.000
974 stimulus/standard 0.000
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 985 epochs (985.0 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		 
  """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