Number of events 962
Events stimulus/deviant: 193
stimulus/standard: 769
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 0.000
3 stimulus/standard 0.578 0.000
4 stimulus/deviant 0.000 0.602
5 stimulus/standard 0.000
6 stimulus/standard 0.000
7 stimulus/standard 0.000
8 stimulus/standard 0.000
9 stimulus/standard 0.000
10 stimulus/standard 0.000
11 stimulus/standard 0.000
12 stimulus/standard 0.000
13 stimulus/standard 0.000
14 stimulus/standard 0.000
15 stimulus/standard 0.000
16 stimulus/standard 0.625 0.000
17 stimulus/deviant 0.000 0.562
18 stimulus/standard 0.602 0.000
19 stimulus/deviant 0.000 0.609
20 stimulus/standard 0.000
21 stimulus/standard 0.000
22 stimulus/standard 0.000
23 stimulus/standard 0.547 0.000
24 stimulus/deviant 0.000 0.578
25 stimulus/standard 0.000
26 stimulus/standard 0.609 0.000
27 stimulus/deviant 0.000 0.617
28 stimulus/standard 0.000
29 stimulus/standard 0.000
30 stimulus/standard 0.586 0.000
31 stimulus/deviant 0.000 0.633
32 stimulus/standard 0.000
33 stimulus/standard 0.000
34 stimulus/standard 0.000
35 stimulus/standard 0.000
36 stimulus/standard 0.000
37 stimulus/standard 0.000
38 stimulus/standard 0.000
39 stimulus/standard 0.000
40 stimulus/standard 0.000
41 stimulus/standard 0.000
42 stimulus/standard 0.594 0.000
43 stimulus/deviant 0.000 0.594
44 stimulus/standard 0.000
45 stimulus/standard 0.609 0.000
46 stimulus/deviant 0.000 0.555
47 stimulus/standard 0.000
48 stimulus/standard 0.000
49 stimulus/standard 0.609 0.000
50 stimulus/deviant 0.000 0.633
51 stimulus/standard 0.000
52 stimulus/standard 0.609 0.000
53 stimulus/deviant 0.000 0.625
54 stimulus/standard 0.000
55 stimulus/standard 0.633 0.000
56 stimulus/deviant 0.000 0.586
57 stimulus/standard 0.586 0.000
58 stimulus/deviant 0.000 0.570
59 stimulus/standard 0.000
60 stimulus/standard 0.625 0.000
61 stimulus/deviant 0.000 0.633
62 stimulus/standard 0.000
63 stimulus/standard 0.000
64 stimulus/standard 0.000
65 stimulus/standard 0.000
66 stimulus/standard 0.633 0.000
67 stimulus/deviant 0.000 0.555
68 stimulus/standard 0.000
69 stimulus/standard 0.609 0.000
70 stimulus/deviant 0.000 0.562
71 stimulus/standard 0.000
72 stimulus/standard 0.000
73 stimulus/standard 0.000
74 stimulus/standard 0.000
75 stimulus/standard 0.000
76 stimulus/standard 0.000
77 stimulus/standard 0.000
78 stimulus/standard 0.000
79 stimulus/standard 0.578 0.000
80 stimulus/deviant 0.000 0.570
81 stimulus/standard 0.547 0.000
82 stimulus/deviant 0.000 0.594
83 stimulus/standard 0.000
84 stimulus/standard 0.000
85 stimulus/standard 0.000
86 stimulus/standard 0.000
87 stimulus/standard 0.000
88 stimulus/standard 0.000
89 stimulus/standard 0.578 0.000
90 stimulus/deviant 0.000 0.578
91 stimulus/standard 0.000
92 stimulus/standard 0.633 0.000
93 stimulus/deviant 0.000 0.586
94 stimulus/standard 0.594 0.000
95 stimulus/deviant 0.000 0.570
96 stimulus/standard 0.000
97 stimulus/standard 0.000
98 stimulus/standard 0.000
99 stimulus/standard 0.539 0.000
100 stimulus/deviant 0.000 0.562
101 stimulus/standard 0.000
102 stimulus/standard 0.000
103 stimulus/standard 0.000
104 stimulus/standard 0.000
105 stimulus/standard 0.000
106 stimulus/standard 0.000
107 stimulus/standard 0.000
108 stimulus/standard 0.562 0.000
109 stimulus/deviant 0.000 0.633
110 stimulus/standard 0.547 0.000
111 stimulus/deviant 0.000 0.555
112 stimulus/standard 0.594 0.000
113 stimulus/deviant 0.000 0.633
114 stimulus/standard 0.000
115 stimulus/standard 0.000
116 stimulus/standard 0.000
117 stimulus/standard 0.602 0.000
118 stimulus/deviant 0.000 0.617
119 stimulus/standard 0.000
120 stimulus/standard 0.000
121 stimulus/standard 0.000
122 stimulus/standard 0.000
123 stimulus/standard 0.000
124 stimulus/standard 0.602 0.000
125 stimulus/deviant 0.000 0.555
126 stimulus/standard 0.000
127 stimulus/standard 0.000
128 stimulus/standard 0.000
129 stimulus/standard 0.641 0.000
130 stimulus/deviant 0.000 0.617
131 stimulus/standard 0.000
132 stimulus/standard 0.000
133 stimulus/standard 0.000
134 stimulus/standard 0.000
135 stimulus/standard 0.000
136 stimulus/standard 0.625 0.000
137 stimulus/deviant 0.000 0.656
138 stimulus/standard 0.609 0.000
139 stimulus/deviant 0.000 0.594
140 stimulus/standard 0.617 0.000
141 stimulus/deviant 0.000 0.562
142 stimulus/standard 0.000
143 stimulus/standard 0.000
144 stimulus/standard 0.000
145 stimulus/standard 0.000
146 stimulus/standard 0.000
147 stimulus/standard 0.641 0.000
148 stimulus/deviant 0.000 0.578
149 stimulus/standard 0.000
150 stimulus/standard 0.000
151 stimulus/standard 0.000
152 stimulus/standard 0.570 0.000
153 stimulus/deviant 0.000 0.578
154 stimulus/standard 0.000
155 stimulus/standard 0.617 0.000
156 stimulus/deviant 0.000 0.586
157 stimulus/standard 0.000
158 stimulus/standard 0.000
159 stimulus/standard 0.000
160 stimulus/standard 0.000
161 stimulus/standard 0.000
162 stimulus/standard 0.000
163 stimulus/standard 0.602 0.000
164 stimulus/deviant 0.000 0.562
165 stimulus/standard 0.547 0.000
166 stimulus/deviant 0.000 0.609
167 stimulus/standard 0.000
168 stimulus/standard 0.000
169 stimulus/standard 0.578 0.000
170 stimulus/deviant 0.000 0.586
171 stimulus/standard 0.000
172 stimulus/standard 0.000
173 stimulus/standard 0.000
174 stimulus/standard 0.000
175 stimulus/standard 0.000
176 stimulus/standard 0.000
177 stimulus/standard 0.000
178 stimulus/standard 0.000
179 stimulus/standard 0.000
180 stimulus/standard 0.000
181 stimulus/standard 0.000
182 stimulus/standard 0.586 0.000
183 stimulus/deviant 0.000 0.570
184 stimulus/standard 0.000
185 stimulus/standard 0.000
186 stimulus/standard 0.000
187 stimulus/standard 0.000
188 stimulus/standard 0.633 0.000
189 stimulus/deviant 0.000 0.586
190 stimulus/standard 0.000
191 stimulus/standard 0.000
192 stimulus/standard 0.000
193 stimulus/standard 0.555 0.000
194 stimulus/deviant 0.000 0.609
195 stimulus/standard 0.000
196 stimulus/standard 0.000
197 stimulus/standard 0.000
198 stimulus/standard 0.000
199 stimulus/standard 0.602 0.000
200 stimulus/deviant 0.000 0.555
201 stimulus/standard 0.000
202 stimulus/standard 0.000
203 stimulus/standard 0.000
204 stimulus/standard 0.633 0.000
205 stimulus/deviant 0.000 0.609
206 stimulus/standard 0.000
207 stimulus/standard 0.000
208 stimulus/standard 0.000
209 stimulus/standard 0.000
210 stimulus/standard 0.000
211 stimulus/standard 0.594 0.000
212 stimulus/deviant 0.000 0.617
213 stimulus/standard 0.000
214 stimulus/standard 0.609 0.000
215 stimulus/deviant 0.000 0.531
216 stimulus/standard 0.000
217 stimulus/standard 0.000
218 stimulus/standard 0.000
219 stimulus/standard 0.617 0.000
220 stimulus/deviant 0.000 0.570
221 stimulus/standard 0.617 0.000
222 stimulus/deviant 0.000 0.562
223 stimulus/standard 0.570 0.000
224 stimulus/deviant 0.000 0.547
225 stimulus/standard 0.000
226 stimulus/standard 0.000
227 stimulus/standard 0.000
228 stimulus/standard 0.000
229 stimulus/standard 0.000
230 stimulus/standard 0.578 0.000
231 stimulus/deviant 0.000 0.633
232 stimulus/standard 0.000
233 stimulus/standard 0.000
234 stimulus/standard 0.000
235 stimulus/standard 0.000
236 stimulus/standard 0.000
237 stimulus/standard 0.602 0.000
238 stimulus/deviant 0.000 0.586
239 stimulus/standard 0.000
240 stimulus/standard 0.000
241 stimulus/standard 0.000
242 stimulus/standard 0.609 0.000
243 stimulus/deviant 0.000 0.609
244 stimulus/standard 0.000
245 stimulus/standard 0.000
246 stimulus/standard 0.000
247 stimulus/standard 0.000
248 stimulus/standard 0.000
249 stimulus/standard 0.000
250 stimulus/standard 0.000
251 stimulus/standard 0.000
252 stimulus/standard 0.000
253 stimulus/standard 0.594 0.000
254 stimulus/deviant 0.000 0.625
255 stimulus/standard 0.000
256 stimulus/standard 0.578 0.000
257 stimulus/deviant 0.000 0.602
258 stimulus/standard 0.578 0.000
259 stimulus/deviant 0.000 0.625
260 stimulus/standard 0.000
261 stimulus/standard 0.000
262 stimulus/standard 0.000
263 stimulus/standard 0.594 0.000
264 stimulus/deviant 0.000 0.625
265 stimulus/standard 0.641 0.000
266 stimulus/deviant 0.000 0.617
267 stimulus/standard 0.633 0.000
268 stimulus/deviant 0.000 0.633
269 stimulus/standard 0.000
270 stimulus/standard 0.609 0.000
271 stimulus/deviant 0.000 0.609
272 stimulus/standard 0.000
273 stimulus/standard 0.000
274 stimulus/standard 0.555 0.000
275 stimulus/deviant 0.000 0.594
276 stimulus/standard 0.000
277 stimulus/standard 0.000
278 stimulus/standard 0.000
279 stimulus/standard 0.000
280 stimulus/standard 0.000
281 stimulus/standard 0.000
282 stimulus/standard 0.000
283 stimulus/standard 0.633 0.000
284 stimulus/deviant 0.000 0.633
285 stimulus/standard 0.000
286 stimulus/standard 0.000
287 stimulus/standard 0.000
288 stimulus/standard 0.000
289 stimulus/standard 0.000
290 stimulus/standard 0.000
291 stimulus/standard 0.602 0.000
292 stimulus/deviant 0.000 0.578
293 stimulus/standard 0.000
294 stimulus/standard 0.000
295 stimulus/standard 0.000
296 stimulus/standard 0.000
297 stimulus/standard 0.547 0.000
298 stimulus/deviant 0.000 0.578
299 stimulus/standard 0.000
300 stimulus/standard 0.000
301 stimulus/standard 0.000
302 stimulus/standard 0.586 0.000
303 stimulus/deviant 0.000 0.617
304 stimulus/standard 0.594 0.000
305 stimulus/deviant 0.000 0.586
306 stimulus/standard 0.000
307 stimulus/standard 0.000
308 stimulus/standard 0.000
309 stimulus/standard 0.641 0.000
310 stimulus/deviant 0.000 0.586
311 stimulus/standard 0.000
312 stimulus/standard 0.000
313 stimulus/standard 0.000
314 stimulus/standard 0.000
315 stimulus/standard 0.586 0.000
316 stimulus/deviant 0.000 0.586
317 stimulus/standard 0.000
318 stimulus/standard 0.000
319 stimulus/standard 0.000
320 stimulus/standard 0.000
321 stimulus/standard 0.000
322 stimulus/standard 0.000
323 stimulus/standard 0.000
324 stimulus/standard 0.602 0.000
325 stimulus/deviant 0.000 0.594
326 stimulus/standard 0.609 0.000
327 stimulus/deviant 0.000 0.578
328 stimulus/standard 0.000
329 stimulus/standard 0.000
330 stimulus/standard 0.555 0.000
333 stimulus/standard 0.625 0.000
334 stimulus/deviant 0.000 0.609
335 stimulus/standard 0.000
336 stimulus/standard 0.000
337 stimulus/standard 0.000
338 stimulus/standard 0.562 0.000
339 stimulus/deviant 0.000 0.555
340 stimulus/standard 0.000
341 stimulus/standard 0.000
342 stimulus/standard 0.000
343 stimulus/standard 0.000
344 stimulus/standard 0.000
345 stimulus/standard 0.000
346 stimulus/standard 0.000
347 stimulus/standard 0.000
348 stimulus/standard 0.000
349 stimulus/standard 0.000
350 stimulus/standard 0.562 0.000
351 stimulus/deviant 0.000 0.594
352 stimulus/standard 0.000
353 stimulus/standard 0.000
354 stimulus/standard 0.000
355 stimulus/standard 0.000
356 stimulus/standard 0.000
357 stimulus/standard 0.000
358 stimulus/standard 0.586 0.000
359 stimulus/deviant 0.000 0.617
360 stimulus/standard 0.000
361 stimulus/standard 0.539 0.000
362 stimulus/deviant 0.000 0.578
363 stimulus/standard 0.000
364 stimulus/standard 0.547 0.000
365 stimulus/deviant 0.000 0.562
366 stimulus/standard 0.609 0.000
367 stimulus/deviant 0.000 0.633
368 stimulus/standard 0.000
371 stimulus/standard 0.000
372 stimulus/standard 0.000
373 stimulus/standard 0.000
374 stimulus/standard 0.000
375 stimulus/standard 0.000
376 stimulus/standard 0.633 0.000
377 stimulus/deviant 0.000 0.578
378 stimulus/standard 0.000
379 stimulus/standard 0.000
380 stimulus/standard 0.000
381 stimulus/standard 0.578 0.000
382 stimulus/deviant 0.000 0.609
383 stimulus/standard 0.000
384 stimulus/standard 0.000
385 stimulus/standard 0.000
386 stimulus/standard 0.000
387 stimulus/standard 0.000
388 stimulus/standard 0.000
389 stimulus/standard 0.000
390 stimulus/standard 0.000
391 stimulus/standard 0.000
392 stimulus/standard 0.609 0.000
393 stimulus/deviant 0.000 0.547
394 stimulus/standard 0.000
395 stimulus/standard 0.000
396 stimulus/standard 0.539 0.000
397 stimulus/deviant 0.000 0.578
398 stimulus/standard 0.000
399 stimulus/standard 0.000
400 stimulus/standard 0.000
401 stimulus/standard 0.000
402 stimulus/standard 0.000
403 stimulus/standard 0.000
404 stimulus/standard 0.000
405 stimulus/standard 0.000
406 stimulus/standard 0.000
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 0.594 0.000
414 stimulus/deviant 0.000 0.602
415 stimulus/standard 0.000
416 stimulus/standard 0.000
417 stimulus/standard 0.000
418 stimulus/standard 0.000
419 stimulus/standard 0.000
420 stimulus/standard 0.602 0.000
421 stimulus/deviant 0.000 0.609
422 stimulus/standard 0.602 0.000
423 stimulus/deviant 0.000 0.578
424 stimulus/standard 0.000
425 stimulus/standard 0.000
426 stimulus/standard 0.000
427 stimulus/standard 0.562 0.000
428 stimulus/deviant 0.000 0.586
429 stimulus/standard 0.000
430 stimulus/standard 0.000
431 stimulus/standard 0.625 0.000
432 stimulus/deviant 0.000 0.586
433 stimulus/standard 0.000
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435 stimulus/standard 0.000
436 stimulus/standard 0.000
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438 stimulus/standard 0.000
439 stimulus/standard 0.586 0.000
440 stimulus/deviant 0.000 0.547
441 stimulus/standard 0.000
442 stimulus/standard 0.547 0.000
443 stimulus/deviant 0.000 0.602
444 stimulus/standard 0.539 0.000
445 stimulus/deviant 0.000 0.578
446 stimulus/standard 0.000
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448 stimulus/standard 0.586 0.000
449 stimulus/deviant 0.000 0.602
450 stimulus/standard 0.000
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454 stimulus/standard 0.000
455 stimulus/standard 0.578 0.000
456 stimulus/deviant 0.000 0.641
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459 stimulus/standard 0.539 0.000
460 stimulus/deviant 0.000 0.617
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463 stimulus/deviant 0.000 0.555
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466 stimulus/standard 0.602 0.000
467 stimulus/deviant 0.000 0.609
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469 stimulus/standard 0.617 0.000
470 stimulus/deviant 0.000 0.555
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478 stimulus/standard 0.617 0.000
479 stimulus/deviant 0.000 0.594
480 stimulus/standard 0.000
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492 stimulus/standard 0.000
493 stimulus/standard 0.648 0.000
494 stimulus/deviant 0.000 0.609
495 stimulus/standard 0.000
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498 stimulus/standard 0.586 0.000
499 stimulus/deviant 0.000 0.578
500 stimulus/standard 0.562 0.000
501 stimulus/deviant 0.000 0.555
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503 stimulus/standard 0.617 0.000
504 stimulus/deviant 0.000 0.602
505 stimulus/standard 0.633 0.000
506 stimulus/deviant 0.000 0.539
507 stimulus/standard 0.617 0.000
508 stimulus/deviant 0.000 0.602
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512 stimulus/standard 0.000
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519 stimulus/standard 0.602 0.000
520 stimulus/deviant 0.000 0.539
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522 stimulus/standard 0.633 0.000
523 stimulus/deviant 0.000 0.602
524 stimulus/standard 0.000
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526 stimulus/standard 0.547 0.000
527 stimulus/deviant 0.000 0.578
528 stimulus/standard 0.555 0.000
529 stimulus/deviant 0.000 0.609
530 stimulus/standard 0.000
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537 stimulus/standard 0.562 0.000
538 stimulus/deviant 0.000 0.617
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541 stimulus/standard 0.547 0.000
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546 stimulus/deviant 0.000 0.578
547 stimulus/standard 0.609 0.000
548 stimulus/deviant 0.000 0.633
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553 stimulus/standard 0.539 0.000
554 stimulus/deviant 0.000 0.625
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556 stimulus/standard 0.617 0.000
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567 stimulus/standard 0.609 0.000
568 stimulus/deviant 0.000 0.578
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570 stimulus/standard 0.539 0.000
571 stimulus/deviant 0.000 0.547
572 stimulus/standard 0.633 0.000
573 stimulus/deviant 0.000 0.617
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576 stimulus/deviant 0.000 0.531
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780 stimulus/standard 0.586 0.000
781 stimulus/deviant 0.000 0.570
782 stimulus/standard 0.602 0.000
783 stimulus/deviant 0.000 0.633
784 stimulus/standard 0.000
785 stimulus/standard 0.617 0.000
786 stimulus/deviant 0.000 0.602
787 stimulus/standard 0.594 0.000
788 stimulus/deviant 0.000 0.539
789 stimulus/standard 0.000
790 stimulus/standard 0.609 0.000
791 stimulus/deviant 0.000 0.547
796 stimulus/deviant 0.000 0.555
797 stimulus/standard 0.531 0.000
798 stimulus/deviant 0.000 0.586
799 stimulus/standard 0.000
800 stimulus/standard 0.562 0.000
801 stimulus/deviant 0.000 0.609
802 stimulus/standard 0.000
803 stimulus/standard 0.000
804 stimulus/standard 0.000
805 stimulus/standard 0.000
806 stimulus/standard 0.586 0.000
807 stimulus/deviant 0.000 0.602
808 stimulus/standard 0.000
809 stimulus/standard 0.000
810 stimulus/standard 0.000
811 stimulus/standard 0.000
812 stimulus/standard 0.000
816 stimulus/standard 0.000
817 stimulus/standard 0.570 0.000
818 stimulus/deviant 0.000 0.602
819 stimulus/standard 0.000
820 stimulus/standard 0.594 0.000
821 stimulus/deviant 0.000 0.602
822 stimulus/standard 0.000
823 stimulus/standard 0.000
824 stimulus/standard 0.000
825 stimulus/standard 0.000
826 stimulus/standard 0.000
827 stimulus/standard 0.648 0.000
828 stimulus/deviant 0.000 0.562
829 stimulus/standard 0.000
830 stimulus/standard 0.000
831 stimulus/standard 0.000
832 stimulus/standard 0.000
833 stimulus/standard 0.000
834 stimulus/standard 0.000
835 stimulus/standard 0.000
836 stimulus/standard 0.000
837 stimulus/standard 0.000
838 stimulus/standard 0.578 0.000
841 stimulus/standard 0.609 0.000
842 stimulus/deviant 0.000 0.547
843 stimulus/standard 0.586 0.000
844 stimulus/deviant 0.000 0.633
845 stimulus/standard 0.000
846 stimulus/standard 0.000
847 stimulus/standard 0.000
848 stimulus/standard 0.555 0.000
849 stimulus/deviant 0.000 0.547
850 stimulus/standard 0.000
851 stimulus/standard 0.000
852 stimulus/standard 0.000
853 stimulus/standard 0.000
854 stimulus/standard 0.000
855 stimulus/standard 0.000
856 stimulus/standard 0.547 0.000
857 stimulus/deviant 0.000 0.602
858 stimulus/standard 0.000
859 stimulus/standard 0.000
860 stimulus/standard 0.000
861 stimulus/standard 0.000
862 stimulus/standard 0.000
863 stimulus/standard 0.000
864 stimulus/standard 0.000
865 stimulus/standard 0.000
866 stimulus/standard 0.586 0.000
867 stimulus/deviant 0.000 0.609
868 stimulus/standard 0.000
871 stimulus/standard 0.000
872 stimulus/standard 0.000
873 stimulus/standard 0.000
874 stimulus/standard 0.000
875 stimulus/standard 0.633 0.000
881 stimulus/standard 0.000
882 stimulus/standard 0.000
883 stimulus/standard 0.617 0.000
884 stimulus/deviant 0.000 0.578
885 stimulus/standard 0.000
886 stimulus/standard 0.000
890 stimulus/standard 0.586 0.000
891 stimulus/deviant 0.000 0.625
892 stimulus/standard 0.000
893 stimulus/standard 0.000
894 stimulus/standard 0.000
895 stimulus/standard 0.000
896 stimulus/standard 0.000
897 stimulus/standard 0.000
898 stimulus/standard 0.586 0.000
899 stimulus/deviant 0.000 0.594
900 stimulus/standard 0.000
901 stimulus/standard 0.000
902 stimulus/standard 0.000
903 stimulus/standard 0.000
904 stimulus/standard 0.000
905 stimulus/standard 0.000
906 stimulus/standard 0.000
907 stimulus/standard 0.000
908 stimulus/standard 0.000
909 stimulus/standard 0.609 0.000
910 stimulus/deviant 0.000 0.562
911 stimulus/standard 0.609 0.000
912 stimulus/deviant 0.000 0.602
913 stimulus/standard 0.000
914 stimulus/standard 0.000
915 stimulus/standard 0.547 0.000
916 stimulus/deviant 0.000 0.625
917 stimulus/standard 0.000
918 stimulus/standard 0.000
919 stimulus/standard 0.000
920 stimulus/standard 0.000
921 stimulus/standard 0.000
922 stimulus/standard 0.602 0.000
923 stimulus/deviant 0.000 0.570
924 stimulus/standard 0.000
925 stimulus/standard 0.000
926 stimulus/standard 0.539 0.000
927 stimulus/deviant 0.000 0.547
928 stimulus/standard 0.555 0.000
929 stimulus/deviant 0.000 0.586
930 stimulus/standard 0.000
931 stimulus/standard 0.000
932 stimulus/standard 0.531 0.000
933 stimulus/deviant 0.000 0.625
934 stimulus/standard 0.547 0.000
935 stimulus/deviant 0.000 0.562
936 stimulus/standard 0.000
937 stimulus/standard 0.000
938 stimulus/standard 0.000
939 stimulus/standard 0.000
940 stimulus/standard 0.000
941 stimulus/standard 0.000
942 stimulus/standard 0.609 0.000
943 stimulus/deviant 0.000 0.578
944 stimulus/standard 0.000
945 stimulus/standard 0.000
946 stimulus/standard 0.000
947 stimulus/standard 0.555 0.000
948 stimulus/deviant 0.000 0.539
949 stimulus/standard 0.586 0.000
950 stimulus/deviant 0.000 0.625
951 stimulus/standard 0.000
952 stimulus/standard 0.000
953 stimulus/standard 0.000
954 stimulus/standard 0.000
955 stimulus/standard 0.617 0.000
956 stimulus/deviant 0.000 0.617
957 stimulus/standard 0.000
958 stimulus/standard 0.000
959 stimulus/standard 0.594 0.000
960 stimulus/deviant 0.000 0.586
961 stimulus/standard 0.625 0.000
962 stimulus/deviant 0.000 0.562
963 stimulus/standard 0.000
964 stimulus/standard 0.602 0.000
965 stimulus/deviant 0.000 0.570
966 stimulus/standard 0.609 0.000
967 stimulus/deviant 0.000 0.555
968 stimulus/standard 0.000
969 stimulus/standard 0.000
970 stimulus/standard 0.562 0.000
971 stimulus/deviant 0.000 0.602
972 stimulus/standard 0.602 0.000
973 stimulus/deviant 0.000 0.555
974 stimulus/standard 0.000
975 stimulus/standard 0.633 0.000
976 stimulus/deviant 0.000 0.594
977 stimulus/standard 0.000
978 stimulus/standard 0.000
979 stimulus/standard 0.000
980 stimulus/standard 0.000
981 stimulus/standard 0.000
982 stimulus/standard 0.000
983 stimulus/standard 0.547 0.000
984 stimulus/deviant 0.000

962 rows × 6 columns

ERP image (EEG)
Drop log
PSD
PSD calculated from 962 epochs (962.0 s).
Method picard
Fit parameters fastica_it=5
max_iter=1000
Fit 59 iterations on epochs (62530 samples)
ICA components 29
Available PCA components 30
Channel types eeg
ICA components marked for exclusion ICA000
ICA002
ICA006
ICA009
ICA015
ICA016
ICA019		 
  """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