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 0.000
1 stimulus/standard 0.000
2 stimulus/standard 0.562 0.000
3 stimulus/deviant 0.000 0.617
4 stimulus/standard 0.000
5 stimulus/standard 0.000
6 stimulus/standard 0.000
7 stimulus/standard 0.000
8 stimulus/standard 0.000
9 stimulus/standard 0.000
10 stimulus/standard 0.000
11 stimulus/standard 0.000
12 stimulus/standard 0.594 0.000
13 stimulus/deviant 0.000 0.617
14 stimulus/standard 0.570 0.000
15 stimulus/deviant 0.000 0.609
16 stimulus/standard 0.000
17 stimulus/standard 0.555 0.000
18 stimulus/deviant 0.000 0.602
19 stimulus/standard 0.000
20 stimulus/standard 0.000
21 stimulus/standard 0.000
22 stimulus/standard 0.602 0.000
23 stimulus/deviant 0.000 0.641
24 stimulus/standard 0.602 0.000
25 stimulus/deviant 0.000 0.609
26 stimulus/standard 0.000
27 stimulus/standard 0.000
28 stimulus/standard 0.641 0.000
29 stimulus/deviant 0.000 0.609
30 stimulus/standard 0.594 0.000
31 stimulus/deviant 0.000 0.547
32 stimulus/standard 0.000
33 stimulus/standard 0.000
34 stimulus/standard 0.000
35 stimulus/standard 0.641 0.000
36 stimulus/deviant 0.000 0.562
37 stimulus/standard 0.000
38 stimulus/standard 0.000
39 stimulus/standard 0.000
40 stimulus/standard 0.000
41 stimulus/standard 0.000
42 stimulus/standard 0.000
43 stimulus/standard 0.602 0.000
44 stimulus/deviant 0.000 0.617
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 0.547 0.000
51 stimulus/deviant 0.000 0.570
52 stimulus/standard 0.539 0.000
53 stimulus/deviant 0.000 0.602
54 stimulus/standard 0.547 0.000
55 stimulus/deviant 0.000 0.578
56 stimulus/standard 0.609 0.000
57 stimulus/deviant 0.000 0.578
58 stimulus/standard 0.594 0.000
59 stimulus/deviant 0.000 0.609
60 stimulus/standard 0.000
61 stimulus/standard 0.000
62 stimulus/standard 0.000
63 stimulus/standard 0.602 0.000
64 stimulus/deviant 0.000 0.633
65 stimulus/standard 0.000
66 stimulus/standard 0.625 0.000
67 stimulus/deviant 0.000 0.617
68 stimulus/standard 0.000
69 stimulus/standard 0.000
70 stimulus/standard 0.000
71 stimulus/standard 0.000
72 stimulus/standard 0.602 0.000
73 stimulus/deviant 0.000 0.602
74 stimulus/standard 0.000
75 stimulus/standard 0.000
76 stimulus/standard 0.602 0.000
77 stimulus/deviant 0.000 0.625
78 stimulus/standard 0.531 0.000
79 stimulus/deviant 0.000 0.633
80 stimulus/standard 0.547 0.000
81 stimulus/deviant 0.000 0.609
82 stimulus/standard 0.000
83 stimulus/standard 0.000
84 stimulus/standard 0.000
85 stimulus/standard 0.000
86 stimulus/standard 0.578 0.000
87 stimulus/deviant 0.000 0.562
88 stimulus/standard 0.000
89 stimulus/standard 0.633 0.000
90 stimulus/deviant 0.000 0.633
91 stimulus/standard 0.000
92 stimulus/standard 0.000
93 stimulus/standard 0.547 0.000
94 stimulus/deviant 0.000 0.625
95 stimulus/standard 0.000
96 stimulus/standard 0.000
97 stimulus/standard 0.000
98 stimulus/standard 0.555 0.000
99 stimulus/deviant 0.000 0.617
100 stimulus/standard 0.000
101 stimulus/standard 0.547 0.000
102 stimulus/deviant 0.000 0.594
103 stimulus/standard 0.000
104 stimulus/standard 0.000
105 stimulus/standard 0.562 0.000
106 stimulus/deviant 0.000 0.602
107 stimulus/standard 0.000
108 stimulus/standard 0.586 0.000
109 stimulus/deviant 0.000 0.547
110 stimulus/standard 0.594 0.000
111 stimulus/deviant 0.000 0.547
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 0.625 0.000
118 stimulus/deviant 0.000 0.547
119 stimulus/standard 0.000
120 stimulus/standard 0.000
121 stimulus/standard 0.000
122 stimulus/standard 0.000
123 stimulus/standard 0.609 0.000
124 stimulus/deviant 0.000 0.617
125 stimulus/standard 0.000
126 stimulus/standard 0.000
127 stimulus/standard 0.000
128 stimulus/standard 0.000
129 stimulus/standard 0.000
130 stimulus/standard 0.000
131 stimulus/standard 0.000
132 stimulus/standard 0.000
133 stimulus/standard 0.000
134 stimulus/standard 0.625 0.000
135 stimulus/deviant 0.000 0.578
136 stimulus/standard 0.000
137 stimulus/standard 0.547 0.000
138 stimulus/deviant 0.000 0.617
139 stimulus/standard 0.000
140 stimulus/standard 0.000
141 stimulus/standard 0.000
142 stimulus/standard 0.578 0.000
143 stimulus/deviant 0.000 0.617
144 stimulus/standard 0.602 0.000
145 stimulus/deviant 0.000 0.586
146 stimulus/standard 0.000
147 stimulus/standard 0.000
148 stimulus/standard 0.000
149 stimulus/standard 0.000
150 stimulus/standard 0.586 0.000
151 stimulus/deviant 0.000 0.570
152 stimulus/standard 0.000
153 stimulus/standard 0.000
154 stimulus/standard 0.000
155 stimulus/standard 0.000
156 stimulus/standard 0.000
157 stimulus/standard 0.000
158 stimulus/standard 0.609 0.000
159 stimulus/deviant 0.000 0.625
160 stimulus/standard 0.000
161 stimulus/standard 0.570 0.000
162 stimulus/deviant 0.000 0.617
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 0.633 0.000
176 stimulus/deviant 0.000 0.617
177 stimulus/standard 0.000
178 stimulus/standard 0.000
179 stimulus/standard 0.000
180 stimulus/standard 0.000
181 stimulus/standard 0.000
182 stimulus/standard 0.578 0.000
183 stimulus/deviant 0.000 0.633
184 stimulus/standard 0.000
185 stimulus/standard 0.000
186 stimulus/standard 0.000
187 stimulus/standard 0.000
188 stimulus/standard 0.000
189 stimulus/standard 0.000
190 stimulus/standard 0.609 0.000
191 stimulus/deviant 0.000 0.609
192 stimulus/standard 0.562 0.000
193 stimulus/deviant 0.000 0.609
194 stimulus/standard 0.578 0.000
195 stimulus/deviant 0.000 0.578
196 stimulus/standard 0.547 0.000
197 stimulus/deviant 0.000 0.609
198 stimulus/standard 0.633 0.000
199 stimulus/deviant 0.000 0.641
200 stimulus/standard 0.000
201 stimulus/standard 0.000
202 stimulus/standard 0.000
203 stimulus/standard 0.000
204 stimulus/standard 0.539 0.000
205 stimulus/deviant 0.000 0.586
206 stimulus/standard 0.000
207 stimulus/standard 0.000
208 stimulus/standard 0.555 0.000
209 stimulus/deviant 0.000 0.633
210 stimulus/standard 0.000
211 stimulus/standard 0.000
212 stimulus/standard 0.648 0.000
213 stimulus/deviant 0.000 0.602
214 stimulus/standard 0.000
215 stimulus/standard 0.562 0.000
216 stimulus/deviant 0.000 0.617
217 stimulus/standard 0.000
218 stimulus/standard 0.000
219 stimulus/standard 0.000
220 stimulus/standard 0.000
221 stimulus/standard 0.570 0.000
222 stimulus/deviant 0.000 0.617
223 stimulus/standard 0.000
224 stimulus/standard 0.000
225 stimulus/standard 0.594 0.000
226 stimulus/deviant 0.000 0.555
227 stimulus/standard 0.578 0.000
228 stimulus/deviant 0.000 0.570
229 stimulus/standard 0.000
230 stimulus/standard 0.602 0.000
231 stimulus/deviant 0.000 0.570
232 stimulus/standard 0.000
233 stimulus/standard 0.000
234 stimulus/standard 0.000
235 stimulus/standard 0.562 0.000
236 stimulus/deviant 0.000 0.539
237 stimulus/standard 0.000
238 stimulus/standard 0.547 0.000
239 stimulus/deviant 0.000 0.586
240 stimulus/standard 0.000
241 stimulus/standard 0.641 0.000
242 stimulus/deviant 0.000 0.586
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 0.539 0.000
251 stimulus/deviant 0.000 0.578
252 stimulus/standard 0.000
253 stimulus/standard 0.000
254 stimulus/standard 0.000
255 stimulus/standard 0.000
256 stimulus/standard 0.000
257 stimulus/standard 0.000
258 stimulus/standard 0.000
259 stimulus/standard 0.000
260 stimulus/standard 0.000
261 stimulus/standard 0.000
262 stimulus/standard 0.000
263 stimulus/standard 0.000
264 stimulus/standard 0.000
265 stimulus/standard 0.000
266 stimulus/standard 0.000
267 stimulus/standard 0.000
268 stimulus/standard 0.000
269 stimulus/standard 0.000
270 stimulus/standard 0.633 0.000
271 stimulus/deviant 0.000 0.617
272 stimulus/standard 0.000
273 stimulus/standard 0.000
274 stimulus/standard 0.000
275 stimulus/standard 0.000
276 stimulus/standard 0.000
277 stimulus/standard 0.000
278 stimulus/standard 0.000
279 stimulus/standard 0.000
280 stimulus/standard 0.000
281 stimulus/standard 0.000
282 stimulus/standard 0.000
283 stimulus/standard 0.000
284 stimulus/standard 0.617 0.000
285 stimulus/deviant 0.000 0.594
286 stimulus/standard 0.586 0.000
287 stimulus/deviant 0.000 0.594
288 stimulus/standard 0.000
289 stimulus/standard 0.000
290 stimulus/standard 0.000
291 stimulus/standard 0.594 0.000
292 stimulus/deviant 0.000 0.625
293 stimulus/standard 0.000
294 stimulus/standard 0.000
295 stimulus/standard 0.000
296 stimulus/standard 0.000
297 stimulus/standard 0.000
298 stimulus/standard 0.000
299 stimulus/standard 0.562 0.000
300 stimulus/deviant 0.000 0.539
301 stimulus/standard 0.000
302 stimulus/standard 0.000
303 stimulus/standard 0.000
304 stimulus/standard 0.000
305 stimulus/standard 0.609 0.000
306 stimulus/deviant 0.000 0.555
307 stimulus/standard 0.000
308 stimulus/standard 0.000
309 stimulus/standard 0.000
310 stimulus/standard 0.633 0.000
311 stimulus/deviant 0.000 0.586
312 stimulus/standard 0.000
313 stimulus/standard 0.000
314 stimulus/standard 0.000
315 stimulus/standard 0.578 0.000
316 stimulus/deviant 0.000 0.586
317 stimulus/standard 0.000
318 stimulus/standard 0.000
319 stimulus/standard 0.539 0.000
320 stimulus/deviant 0.000 0.609
321 stimulus/standard 0.547 0.000
322 stimulus/deviant 0.000 0.602
323 stimulus/standard 0.000
324 stimulus/standard 0.000
325 stimulus/standard 0.000
326 stimulus/standard 0.617 0.000
327 stimulus/deviant 0.000 0.586
328 stimulus/standard 0.000
329 stimulus/standard 0.617 0.000
330 stimulus/deviant 0.000 0.641
331 stimulus/standard 0.000
332 stimulus/standard 0.000
333 stimulus/standard 0.000
334 stimulus/standard 0.617 0.000
335 stimulus/deviant 0.000 0.531
336 stimulus/standard 0.000
337 stimulus/standard 0.609 0.000
338 stimulus/deviant 0.000 0.555
339 stimulus/standard 0.609 0.000
340 stimulus/deviant 0.000 0.594
341 stimulus/standard 0.000
342 stimulus/standard 0.000
343 stimulus/standard 0.000
344 stimulus/standard 0.000
345 stimulus/standard 0.000
346 stimulus/standard 0.000
347 stimulus/standard 0.586 0.000
348 stimulus/deviant 0.000 0.633
349 stimulus/standard 0.633 0.000
350 stimulus/deviant 0.000 0.617
351 stimulus/standard 0.000
352 stimulus/standard 0.000
353 stimulus/standard 0.625 0.000
354 stimulus/deviant 0.000 0.578
355 stimulus/standard 0.000
356 stimulus/standard 0.000
357 stimulus/standard 0.000
358 stimulus/standard 0.000
359 stimulus/standard 0.586 0.000
360 stimulus/deviant 0.000 0.594
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 0.609 0.000
370 stimulus/deviant 0.000 0.570
371 stimulus/standard 0.000
372 stimulus/standard 0.000
373 stimulus/standard 0.000
374 stimulus/standard 0.000
375 stimulus/standard 0.000
376 stimulus/standard 0.617 0.000
377 stimulus/deviant 0.000 0.602
378 stimulus/standard 0.000
379 stimulus/standard 0.000
380 stimulus/standard 0.000
381 stimulus/standard 0.000
382 stimulus/standard 0.000
383 stimulus/standard 0.000
384 stimulus/standard 0.586 0.000
385 stimulus/deviant 0.000 0.570
386 stimulus/standard 0.000
387 stimulus/standard 0.000
388 stimulus/standard 0.000
389 stimulus/standard 0.594 0.000
390 stimulus/deviant 0.000 0.586
391 stimulus/standard 0.555 0.000
392 stimulus/deviant 0.000 0.578
393 stimulus/standard 0.000
394 stimulus/standard 0.633 0.000
395 stimulus/deviant 0.000 0.570
396 stimulus/standard 0.000
397 stimulus/standard 0.000
398 stimulus/standard 0.000
399 stimulus/standard 0.555 0.000
400 stimulus/deviant 0.000 0.562
401 stimulus/standard 0.570 0.000
402 stimulus/deviant 0.000 0.578
403 stimulus/standard 0.000
404 stimulus/standard 0.000
405 stimulus/standard 0.539 0.000
406 stimulus/deviant 0.000 0.602
407 stimulus/standard 0.000
408 stimulus/standard 0.000
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 0.594 0.000
415 stimulus/deviant 0.000 0.578
416 stimulus/standard 0.000
417 stimulus/standard 0.000
418 stimulus/standard 0.000
419 stimulus/standard 0.000
420 stimulus/standard 0.000
421 stimulus/standard 0.000
422 stimulus/standard 0.000
423 stimulus/standard 0.586 0.000
424 stimulus/deviant 0.000 0.547
425 stimulus/standard 0.602 0.000
426 stimulus/deviant 0.000 0.562
427 stimulus/standard 0.609 0.000
428 stimulus/deviant 0.000 0.547
429 stimulus/standard 0.000
430 stimulus/standard 0.000
431 stimulus/standard 0.000
432 stimulus/standard 0.000
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434 stimulus/standard 0.000
435 stimulus/standard 0.000
436 stimulus/standard 0.000
437 stimulus/standard 0.562 0.000
438 stimulus/deviant 0.000 0.625
439 stimulus/standard 0.000
440 stimulus/standard 0.625 0.000
441 stimulus/deviant 0.000 0.555
442 stimulus/standard 0.000
443 stimulus/standard 0.000
444 stimulus/standard 0.000
445 stimulus/standard 0.602 0.000
446 stimulus/deviant 0.000 0.625
447 stimulus/standard 0.625 0.000
448 stimulus/deviant 0.000 0.578
449 stimulus/standard 0.000
450 stimulus/standard 0.586 0.000
451 stimulus/deviant 0.000 0.633
452 stimulus/standard 0.000
453 stimulus/standard 0.000
454 stimulus/standard 0.000
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458 stimulus/standard 0.602 0.000
459 stimulus/deviant 0.000 0.555
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464 stimulus/standard 0.609 0.000
465 stimulus/deviant 0.000 0.625
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468 stimulus/standard 0.539 0.000
469 stimulus/deviant 0.000 0.586
470 stimulus/standard 0.000
471 stimulus/standard 0.000
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473 stimulus/standard 0.000
474 stimulus/standard 0.586 0.000
475 stimulus/deviant 0.000 0.586
476 stimulus/standard 0.000
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478 stimulus/standard 0.000
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480 stimulus/standard 0.000
481 stimulus/standard 0.000
482 stimulus/standard 0.625 0.000
483 stimulus/deviant 0.000 0.617
484 stimulus/standard 0.000
485 stimulus/standard 0.000
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488 stimulus/standard 0.000
489 stimulus/standard 0.602 0.000
490 stimulus/deviant 0.000 0.609
491 stimulus/standard 0.000
492 stimulus/standard 0.000
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494 stimulus/standard 0.000
495 stimulus/standard 0.609 0.000
496 stimulus/deviant 0.000 0.555
497 stimulus/standard 0.625 0.000
498 stimulus/deviant 0.000 0.609
499 stimulus/standard 0.000
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501 stimulus/standard 0.000
502 stimulus/standard 0.000
503 stimulus/standard 0.586 0.000
504 stimulus/deviant 0.000 0.633
505 stimulus/standard 0.000
506 stimulus/standard 0.586 0.000
507 stimulus/deviant 0.000 0.578
508 stimulus/standard 0.000
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510 stimulus/standard 0.000
511 stimulus/standard 0.000
512 stimulus/standard 0.000
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518 stimulus/standard 0.625 0.000
519 stimulus/deviant 0.000 0.641
520 stimulus/standard 0.000
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527 stimulus/standard 0.570 0.000
528 stimulus/deviant 0.000 0.578
529 stimulus/standard 0.000
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531 stimulus/standard 0.633 0.000
532 stimulus/deviant 0.000 0.609
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535 stimulus/standard 0.633 0.000
536 stimulus/deviant 0.000 0.562
537 stimulus/standard 0.000
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545 stimulus/standard 0.555 0.000
546 stimulus/deviant 0.000 0.617
547 stimulus/standard 0.000
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555 stimulus/standard 0.586 0.000
556 stimulus/deviant 0.000 0.539
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562 stimulus/standard 0.570 0.000
563 stimulus/deviant 0.000 0.562
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566 stimulus/standard 0.617 0.000
567 stimulus/deviant 0.000 0.555
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570 stimulus/standard 0.000
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572 stimulus/standard 0.594 0.000
573 stimulus/deviant 0.000 0.602
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575 stimulus/standard 0.586 0.000
576 stimulus/deviant 0.000 0.609
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580 stimulus/deviant 0.000 0.547
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583 stimulus/standard 0.609 0.000
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585 stimulus/standard 0.000
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588 stimulus/standard 0.555 0.000
589 stimulus/deviant 0.000 0.562
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592 stimulus/standard 0.578 0.000
593 stimulus/deviant 0.000 0.555
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600 stimulus/standard 0.562 0.000
601 stimulus/deviant 0.000 0.578
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603 stimulus/standard 0.617 0.000
604 stimulus/deviant 0.000 0.562
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619 stimulus/standard 0.602 0.000
620 stimulus/deviant 0.000 0.555
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622 stimulus/standard 0.617 0.000
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624 stimulus/standard 0.578 0.000
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781 stimulus/standard 0.602 0.000
782 stimulus/deviant 0.000 0.602
783 stimulus/standard 0.000
784 stimulus/standard 0.555 0.000
785 stimulus/deviant 0.000 0.594
786 stimulus/standard 0.000
787 stimulus/standard 0.555 0.000
788 stimulus/deviant 0.000 0.539
789 stimulus/standard 0.000
790 stimulus/standard 0.000
791 stimulus/standard 0.641 0.000
792 stimulus/deviant 0.000 0.539
793 stimulus/standard 0.000
794 stimulus/standard 0.000
795 stimulus/standard 0.000
796 stimulus/standard 0.000
797 stimulus/standard 0.539 0.000
798 stimulus/deviant 0.000 0.609
799 stimulus/standard 0.000
800 stimulus/standard 0.000
801 stimulus/standard 0.000
802 stimulus/standard 0.000
803 stimulus/standard 0.562 0.000
804 stimulus/deviant 0.000 0.594
805 stimulus/standard 0.000
806 stimulus/standard 0.000
807 stimulus/standard 0.000
808 stimulus/standard 0.000
809 stimulus/standard 0.000
810 stimulus/standard 0.000
811 stimulus/standard 0.000
812 stimulus/standard 0.555 0.000
813 stimulus/deviant 0.000 0.570
814 stimulus/standard 0.000
815 stimulus/standard 0.547 0.000
816 stimulus/deviant 0.000 0.625
817 stimulus/standard 0.000
818 stimulus/standard 0.000
819 stimulus/standard 0.000
820 stimulus/standard 0.000
821 stimulus/standard 0.578 0.000
822 stimulus/deviant 0.000 0.625
823 stimulus/standard 0.000
824 stimulus/standard 0.578 0.000
825 stimulus/deviant 0.000 0.570
826 stimulus/standard 0.000
827 stimulus/standard 0.625 0.000
828 stimulus/deviant 0.000 0.539
829 stimulus/standard 0.000
830 stimulus/standard 0.000
831 stimulus/standard 0.000
832 stimulus/standard 0.625 0.000
833 stimulus/deviant 0.000 0.531
834 stimulus/standard 0.578 0.000
835 stimulus/deviant 0.000 0.625
836 stimulus/standard 0.633 0.000
837 stimulus/deviant 0.000 0.594
838 stimulus/standard 0.000
839 stimulus/standard 0.586 0.000
840 stimulus/deviant 0.000 0.617
841 stimulus/standard 0.625 0.000
842 stimulus/deviant 0.000 0.633
843 stimulus/standard 0.000
844 stimulus/standard 0.000
845 stimulus/standard 0.000
846 stimulus/standard 0.000
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 0.617
853 stimulus/standard 0.602 0.000
854 stimulus/deviant 0.000 0.578
855 stimulus/standard 0.000
856 stimulus/standard 0.562 0.000
857 stimulus/deviant 0.000 0.617
858 stimulus/standard 0.000
859 stimulus/standard 0.000
860 stimulus/standard 0.609 0.000
861 stimulus/deviant 0.000 0.617
862 stimulus/standard 0.000
863 stimulus/standard 0.602 0.000
864 stimulus/deviant 0.000 0.523
865 stimulus/standard 0.000
866 stimulus/standard 0.602 0.000
867 stimulus/deviant 0.000 0.555
868 stimulus/standard 0.000
869 stimulus/standard 0.000
870 stimulus/standard 0.000
871 stimulus/standard 0.000
872 stimulus/standard 0.000
873 stimulus/standard 0.609 0.000
874 stimulus/deviant 0.000 0.625
875 stimulus/standard 0.586 0.000
876 stimulus/deviant 0.000 0.609
877 stimulus/standard 0.000
878 stimulus/standard 0.578 0.000
879 stimulus/deviant 0.000 0.539
880 stimulus/standard 0.000
881 stimulus/standard 0.000
882 stimulus/standard 0.000
883 stimulus/standard 0.000
884 stimulus/standard 0.586 0.000
885 stimulus/deviant 0.000 0.586
886 stimulus/standard 0.586 0.000
887 stimulus/deviant 0.000 0.562
888 stimulus/standard 0.000
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890 stimulus/standard 0.000
891 stimulus/standard 0.000
892 stimulus/standard 0.000
893 stimulus/standard 0.602 0.000
894 stimulus/deviant 0.000 0.555
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896 stimulus/standard 0.539 0.000
897 stimulus/deviant 0.000 0.609
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906 stimulus/standard 0.523 0.000
907 stimulus/deviant 0.000 0.539
908 stimulus/standard 0.562 0.000
909 stimulus/deviant 0.000 0.633
910 stimulus/standard 0.570 0.000
911 stimulus/deviant 0.000 0.633
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914 stimulus/deviant 0.000 0.547
915 stimulus/standard 0.562 0.000
916 stimulus/deviant 0.000 0.555
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920 stimulus/standard 0.594 0.000
921 stimulus/deviant 0.000 0.570
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923 stimulus/deviant 0.000 0.586
924 stimulus/standard 0.000
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927 stimulus/standard 0.000
928 stimulus/standard 0.578 0.000
929 stimulus/deviant 0.000 0.602
930 stimulus/standard 0.000
931 stimulus/standard 0.578 0.000
932 stimulus/deviant 0.000 0.586
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934 stimulus/standard 0.000
935 stimulus/standard 0.000
936 stimulus/standard 0.000
937 stimulus/standard 0.578 0.000
938 stimulus/deviant 0.000 0.648
939 stimulus/standard 0.000
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941 stimulus/standard 0.578 0.000
942 stimulus/deviant 0.000 0.609
943 stimulus/standard 0.000
944 stimulus/standard 0.000
945 stimulus/standard 0.633 0.000
946 stimulus/deviant 0.000 0.641
947 stimulus/standard 0.000
948 stimulus/standard 0.000
949 stimulus/standard 0.586 0.000
950 stimulus/deviant 0.000 0.531
951 stimulus/standard 0.000
952 stimulus/standard 0.555 0.000
953 stimulus/deviant 0.000 0.570
954 stimulus/standard 0.000
955 stimulus/standard 0.617 0.000
956 stimulus/deviant 0.000 0.633
957 stimulus/standard 0.000
958 stimulus/standard 0.000
959 stimulus/standard 0.586 0.000
960 stimulus/deviant 0.000 0.594
961 stimulus/standard 0.000
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963 stimulus/standard 0.000
964 stimulus/standard 0.000
965 stimulus/standard 0.609 0.000
966 stimulus/deviant 0.000 0.617
967 stimulus/standard 0.000
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969 stimulus/standard 0.000
970 stimulus/standard 0.000
971 stimulus/standard 0.000
972 stimulus/standard 0.000
973 stimulus/standard 0.531 0.000
974 stimulus/deviant 0.000 0.547
975 stimulus/standard 0.633 0.000
976 stimulus/deviant 0.000 0.625
977 stimulus/standard 0.000
978 stimulus/standard 0.000
979 stimulus/standard 0.586 0.000
980 stimulus/deviant 0.000 0.562
981 stimulus/standard 0.000
982 stimulus/standard 0.000
983 stimulus/standard 0.547 0.000
984 stimulus/deviant 0.000

985 rows × 6 columns

ERP image (EEG)
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 67 iterations on epochs (64025 samples)
ICA components 28
Available PCA components 29
Channel types eeg
ICA components marked for exclusion ICA000
ICA001
ICA005
ICA010		 
  """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