General
Filename(s) sub-015_ses-N400_task-N400_eeg.fdt
MNE object type RawEEGLAB
Measurement date Unknown
Participant sub-015
Experimenter Unknown
Acquisition
Duration 00:06:41 (HH:MM:SS)
Sampling frequency 1024.00 Hz
Time points 410,624
Channels
EEG
EOG
Head & sensor digitization 33 points
Filters
Highpass 0.00 Hz
Lowpass 512.00 Hz
PSD
General
Filename(s) sub-015_ses-N400_task-N400_eeg.fdt
MNE object type RawEEGLAB
Measurement date Unknown
Participant sub-015
Experimenter Unknown
Acquisition
Duration 00:06:41 (HH:MM:SS)
Sampling frequency 128.00 Hz
Time points 51,328
Channels
EEG
EOG
Head & sensor digitization 33 points
Filters
Highpass 0.10 Hz
Lowpass 64.00 Hz
PSD
Events
General
MNE object type Epochs
Measurement date Unknown
Participant sub-015
Experimenter Unknown
Acquisition
Total number of events 240
Events counts stimulus/prime/related: 60
stimulus/prime/unrelated: 60
stimulus/target/related: 60
stimulus/target/unrelated: 60
Time range -0.203 – 0.797 s
Baseline off
Sampling frequency 128.00 Hz
Time points 129
Channels
EEG
EOG
Head & sensor digitization 33 points
Filters
Highpass 0.10 Hz
Lowpass 64.00 Hz
Epoch # event_name response/correct response/error stimulus/prime/related stimulus/prime/unrelated stimulus/target/related stimulus/target/unrelated stimulus/target response first_stimulus/target first_response
0 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
1 stimulus/target/unrelated 0.539 0.000 0.000 0.539 unrelated correct
2 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
3 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
4 stimulus/prime/related 0.000 1.164 1.164 related
5 stimulus/target/related 0.414 0.000 0.000 0.414 related correct
6 stimulus/prime/related 1.469 0.000 1.109 1.109 1.469 related correct
7 stimulus/target/related 0.359 0.000 0.000 0.359 related correct
8 stimulus/prime/related 0.000 1.219 1.219 related
9 stimulus/target/related 0.320 0.000 0.000 0.320 related correct
10 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
11 stimulus/target/unrelated 0.445 0.000 0.000 0.445 unrelated correct
12 stimulus/prime/related 0.000 1.281 1.281 related
13 stimulus/target/related 0.773 0.000 0.000 0.773 related correct
14 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
15 stimulus/target/unrelated 0.461 0.000 0.000 0.461 unrelated correct
16 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
17 stimulus/target/unrelated 0.484 0.000 0.000 0.484 unrelated correct
18 stimulus/prime/related 0.000 1.250 1.250 related
19 stimulus/target/related 0.352 0.000 0.000 0.352 related correct
20 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
21 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
22 stimulus/prime/related 1.461 0.000 1.156 1.156 1.461 related correct
23 stimulus/target/related 0.305 0.000 0.000 0.305 related correct
24 stimulus/prime/related 0.000 1.102 1.102 related
25 stimulus/target/related 0.422 0.000 0.000 0.422 related correct
26 stimulus/prime/related 1.492 0.000 1.164 1.164 1.492 related correct
27 stimulus/target/related 0.328 0.000 0.000 0.328 related correct
28 stimulus/prime/related 0.000 1.234 1.234 related
29 stimulus/target/related 0.422 0.000 0.000 0.422 related correct
30 stimulus/prime/related 0.000 1.203 1.203 related
31 stimulus/target/related 0.336 0.000 0.000 0.336 related correct
32 stimulus/prime/unrelated 0.000 1.242 1.242 unrelated
33 stimulus/target/unrelated 0.461 0.000 0.000 0.461 unrelated correct
34 stimulus/prime/related 0.000 1.281 1.281 related
35 stimulus/target/related 0.320 0.000 0.000 0.320 related correct
36 stimulus/prime/related 0.000 1.250 1.250 related
37 stimulus/target/related 0.430 0.000 0.000 0.430 related correct
38 stimulus/prime/related 0.000 1.117 1.117 related
39 stimulus/target/related 0.594 0.000 0.000 0.594 related correct
40 stimulus/prime/related 0.000 1.164 1.164 related
41 stimulus/target/related 0.406 0.000 0.000 0.406 related correct
42 stimulus/prime/related 0.000 1.250 1.250 related
43 stimulus/target/related 0.414 0.000 0.000 0.414 related correct
44 stimulus/prime/related 1.445 0.000 1.117 1.117 1.445 related correct
45 stimulus/target/related 0.328 0.000 0.000 0.328 related correct
46 stimulus/prime/related 1.500 0.000 1.148 1.148 1.500 related correct
47 stimulus/target/related 0.352 0.000 0.000 0.352 related correct
48 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
49 stimulus/target/unrelated 0.719 0.000 0.000 0.719 unrelated correct
50 stimulus/prime/unrelated 0.000 1.289 1.289 unrelated
51 stimulus/target/unrelated 0.586 0.000 0.000 0.586 unrelated correct
52 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
53 stimulus/target/unrelated 0.484 0.000 0.000 0.484 unrelated correct
54 stimulus/prime/related 0.000 1.297 1.297 related
55 stimulus/target/related 0.508 0.000 0.000 0.508 related correct
56 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
57 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
58 stimulus/prime/unrelated 0.000 1.148 1.148 unrelated
59 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
60 stimulus/prime/related 0.000 1.133 1.133 related
61 stimulus/target/related 0.797 0.000 0.000 0.797 related correct
62 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
63 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
64 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
65 stimulus/target/unrelated 0.438 0.000 0.000 0.438 unrelated correct
66 stimulus/prime/related 0.000 1.180 1.180 related
67 stimulus/target/related 0.406 0.000 0.000 0.406 related correct
68 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
69 stimulus/target/unrelated 0.609 0.000 0.000 0.609 unrelated correct
70 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
71 stimulus/target/unrelated 0.609 0.000 0.000 0.609 unrelated correct
72 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
73 stimulus/target/unrelated 0.648 0.000 0.000 0.648 unrelated correct
74 stimulus/prime/related 0.000 1.148 1.148 related
75 stimulus/target/related 0.734 0.000 0.000 0.734 related correct
76 stimulus/prime/related 0.000 1.117 1.117 related
77 stimulus/target/related 0.438 0.000 0.000 0.438 related correct
78 stimulus/prime/unrelated 0.000 1.141 1.141 unrelated
79 stimulus/target/unrelated 0.523 0.000 0.000 0.523 unrelated correct
80 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
81 stimulus/target/unrelated 0.555 0.000 0.000 0.555 unrelated correct
82 stimulus/prime/related 1.406 0.000 1.102 1.102 1.406 related correct
83 stimulus/target/related 0.305 0.000 0.000 0.305 related correct
84 stimulus/prime/related 1.438 0.000 1.117 1.117 1.438 related correct
85 stimulus/target/related 0.320 0.000 0.000 0.320 related correct
86 stimulus/prime/related 0.000 1.133 1.133 related
87 stimulus/target/related 0.672 0.000 0.000 0.672 related correct
88 stimulus/prime/related 1.461 0.000 1.211 1.211 1.461 related correct
89 stimulus/target/related 0.250 0.000 0.000 0.250 related correct
90 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
91 stimulus/target/unrelated 0.484 0.000 0.000 0.484 unrelated correct
92 stimulus/prime/unrelated 0.000 1.148 1.148 unrelated
93 stimulus/target/unrelated 0.469 0.000 0.000 0.469 unrelated correct
94 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
95 stimulus/target/unrelated 0.453 0.000 0.000 0.453 unrelated correct
96 stimulus/prime/unrelated 0.000 1.227 1.227 unrelated
97 stimulus/target/unrelated 0.430 0.000 0.000 0.430 unrelated correct
98 stimulus/prime/related 1.398 0.000 1.094 1.094 1.398 related correct
99 stimulus/target/related 0.305 0.000 0.000 0.305 related correct
100 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
101 stimulus/target/unrelated 0.633 0.000 0.000 0.633 unrelated correct
102 stimulus/prime/related 0.000 1.289 1.289 related
103 stimulus/target/related 0.719 0.000 0.000 0.719 related correct
104 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
105 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
106 stimulus/prime/related 0.000 1.250 1.250 related
107 stimulus/target/related 0.570 0.000 0.000 0.570 related correct
108 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
109 stimulus/target/unrelated 0.453 0.000 0.000 0.453 unrelated correct
110 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
111 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
112 stimulus/prime/related 0.000 1.266 1.266 related
113 stimulus/target/related 0.391 0.000 0.000 0.391 related correct
114 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
115 stimulus/target/unrelated 0.656 0.000 0.000 0.656 unrelated correct
116 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
117 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
118 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
119 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
120 stimulus/prime/unrelated 0.000 1.102 1.102 unrelated
121 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated error
122 stimulus/prime/unrelated 0.000 1.227 1.227 unrelated
123 stimulus/target/unrelated 0.539 0.000 0.000 0.539 unrelated correct
124 stimulus/prime/related 0.000 1.195 1.195 related
125 stimulus/target/related 0.336 0.000 0.000 0.336 related correct
126 stimulus/prime/related 1.477 0.000 1.164 1.164 1.477 related correct
127 stimulus/target/related 0.312 0.000 0.000 0.312 related correct
128 stimulus/prime/unrelated 0.000 1.203 1.203 unrelated
129 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
130 stimulus/prime/related 0.000 1.250 1.250 related
131 stimulus/target/related 0.859 0.000 0.000 0.859 related correct
132 stimulus/prime/related 0.000 1.102 1.102 related
133 stimulus/target/related 0.547 0.000 0.000 0.547 related correct
134 stimulus/prime/related 0.000 1.250 1.250 related
135 stimulus/target/related 0.438 0.000 0.000 0.438 related correct
136 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
137 stimulus/target/unrelated 0.445 0.000 0.000 0.445 unrelated correct
138 stimulus/prime/related 1.430 0.000 1.133 1.133 1.430 related correct
139 stimulus/target/related 0.297 0.000 0.000 0.297 related correct
140 stimulus/prime/related 0.000 1.297 1.297 related
141 stimulus/target/related 0.336 0.000 0.000 0.336 related error
142 stimulus/prime/related 0.000 1.133 1.133 related
143 stimulus/target/related 0.562 0.000 0.000 0.562 related error
144 stimulus/prime/related 1.453 0.000 1.211 1.211 1.453 related correct
145 stimulus/target/related 0.242 0.000 0.000 0.242 related correct
146 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
147 stimulus/target/unrelated 0.617 0.000 0.000 0.617 unrelated correct
148 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
149 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
150 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
151 stimulus/target/unrelated 0.562 0.000 0.000 0.562 unrelated correct
152 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
153 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
154 stimulus/prime/unrelated 0.000 1.305 1.305 unrelated
155 stimulus/target/unrelated 0.492 0.000 0.000 0.492 unrelated correct
156 stimulus/prime/unrelated 1.477 0.000 1.164 1.164 1.477 unrelated error
157 stimulus/target/unrelated 0.312 0.000 0.000 0.312 unrelated error
158 stimulus/prime/related 0.000 1.180 1.180 related
159 stimulus/target/related 0.703 0.000 0.000 0.703 related correct
160 stimulus/prime/unrelated 0.000 1.297 1.297 unrelated
161 stimulus/target/unrelated 0.453 0.000 0.000 0.453 unrelated correct
162 stimulus/prime/related 1.445 0.000 1.117 1.117 1.445 related correct
163 stimulus/target/related 0.328 0.000 0.000 0.328 related correct
164 stimulus/prime/related 1.414 0.000 1.219 1.219 1.414 related correct
165 stimulus/target/related 0.195 0.000 0.000 0.195 related correct
166 stimulus/prime/unrelated 1.359 0.000 1.148 1.148 1.359 unrelated error
167 stimulus/target/unrelated 0.211 0.000 0.000 0.211 unrelated error
168 stimulus/prime/related 0.000 1.297 1.297 related
169 stimulus/target/related 0.469 0.000 0.000 0.469 related correct
170 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
171 stimulus/target/unrelated 0.578 0.000 0.000 0.578 unrelated correct
172 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
173 stimulus/target/unrelated 0.453 0.000 0.000 0.453 unrelated correct
174 stimulus/prime/related 1.305 0.000 1.188 1.188 1.305 related correct
175 stimulus/target/related 0.117 0.000 0.000 0.117 related correct
176 stimulus/prime/related 1.461 0.000 1.172 1.172 1.461 related correct
177 stimulus/target/related 0.289 0.000 0.000 0.289 related correct
178 stimulus/prime/related 1.430 0.000 1.180 1.180 1.430 related correct
179 stimulus/target/related 0.250 0.000 0.000 0.250 related correct
180 stimulus/prime/related 0.000 1.289 1.289 related
181 stimulus/target/related 0.258 0.000 0.000 0.258 related correct
182 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
183 stimulus/target/unrelated 0.891 0.000 0.000 0.891 unrelated correct
184 stimulus/prime/related 0.000 1.164 1.164 related
185 stimulus/target/related 0.680 0.000 0.000 0.680 related correct
186 stimulus/prime/related 0.000 1.195 1.195 related
187 stimulus/target/related 0.000 0.000 related
188 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
189 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
190 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
191 stimulus/target/unrelated 0.625 0.000 0.000 0.625 unrelated correct
192 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
193 stimulus/target/unrelated 0.438 0.000 0.000 0.438 unrelated correct
194 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
195 stimulus/target/unrelated 0.492 0.000 0.000 0.492 unrelated correct
196 stimulus/prime/related 1.242 0.000 1.180 1.180 1.242 related correct
197 stimulus/target/related 0.062 0.000 0.000 0.062 related correct
198 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
199 stimulus/target/unrelated 0.438 0.000 0.000 0.438 unrelated correct
200 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
201 stimulus/target/unrelated 0.609 0.000 0.000 0.609 unrelated correct
202 stimulus/prime/related 0.000 1.148 1.148 related
203 stimulus/target/related 0.469 0.000 0.000 0.469 related correct
204 stimulus/prime/related 0.000 1.203 1.203 related
205 stimulus/target/related 0.570 0.000 0.000 0.570 related error
206 stimulus/prime/related 0.000 1.234 1.234 related
207 stimulus/target/related 0.359 0.000 0.000 0.359 related correct
208 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
209 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
210 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
211 stimulus/target/unrelated 0.531 0.000 0.000 0.531 unrelated correct
212 stimulus/prime/related 0.000 1.234 1.234 related
213 stimulus/target/related 0.281 0.000 0.000 0.281 related correct
214 stimulus/prime/related 0.000 1.188 1.188 related
215 stimulus/target/related 0.516 0.000 0.000 0.516 related correct
216 stimulus/prime/related 0.000 1.102 1.102 related
217 stimulus/target/related 0.422 0.000 0.000 0.422 related correct
218 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
219 stimulus/target/unrelated 0.719 0.000 0.000 0.719 unrelated error
220 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
221 stimulus/target/unrelated 0.516 0.000 0.000 0.516 unrelated correct
222 stimulus/prime/unrelated 0.000 1.148 1.148 unrelated
223 stimulus/target/unrelated 0.555 0.000 0.000 0.555 unrelated correct
224 stimulus/prime/related 0.000 1.281 1.281 related
225 stimulus/target/related 0.719 0.000 0.000 0.719 related correct
226 stimulus/prime/unrelated 0.000 1.109 1.109 unrelated
227 stimulus/target/unrelated 0.555 0.000 0.000 0.555 unrelated correct
228 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
229 stimulus/target/unrelated 0.664 0.000 0.000 0.664 unrelated correct
230 stimulus/prime/related 0.000 1.234 1.234 related
231 stimulus/target/related 0.531 0.000 0.000 0.531 related correct
232 stimulus/prime/unrelated 1.336 0.000 1.281 1.281 1.336 unrelated error
233 stimulus/target/unrelated 0.055 0.000 0.000 0.055 unrelated error
234 stimulus/prime/related 0.000 1.289 1.289 related
235 stimulus/target/related 0.562 0.000 0.000 0.562 related correct
236 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
237 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
238 stimulus/prime/related 1.461 0.000 1.266 1.266 1.461 related correct
239 stimulus/target/related 0.195 0.000 0.000 0.195 related correct

240 rows × 12 columns

No epochs exceeded the rejection thresholds. Nothing was dropped.
PSD
PSD calculated from 30 epochs (30.0 s).
autoreject_local cleaning
Autoreject was run to produce cleaner epochs. 21 epochs were rejected because more than {'eeg': np.int64(4)} channels were bad (cross-validated n_interpolate limit; excluding globally bad and non-data channels, shown in white).
General
Filename(s) sub-015_ses-N400_task-N400_epo.fif
MNE object type EpochsFIF
Measurement date Unknown
Participant sub-015
Experimenter Unknown
Acquisition
Total number of events 219
Events counts stimulus/prime/related: 55
stimulus/prime/unrelated: 51
stimulus/target/related: 60
stimulus/target/unrelated: 53
Time range -0.203 – 0.797 s
Baseline -0.203 – 0.000 s
Sampling frequency 128.00 Hz
Time points 129
Channels
EEG
EOG
Head & sensor digitization 33 points
Filters
Highpass 0.10 Hz
Lowpass 64.00 Hz
Epoch # event_name response/correct response/error stimulus/prime/related stimulus/prime/unrelated stimulus/target/related stimulus/target/unrelated stimulus/target response first_stimulus/target first_response
1 stimulus/target/unrelated 0.539 0.000 0.000 0.539 unrelated correct
2 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
3 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
4 stimulus/prime/related 0.000 1.164 1.164 related
5 stimulus/target/related 0.414 0.000 0.000 0.414 related correct
6 stimulus/prime/related 1.469 0.000 1.109 1.109 1.469 related correct
7 stimulus/target/related 0.359 0.000 0.000 0.359 related correct
8 stimulus/prime/related 0.000 1.219 1.219 related
9 stimulus/target/related 0.320 0.000 0.000 0.320 related correct
12 stimulus/prime/related 0.000 1.281 1.281 related
13 stimulus/target/related 0.773 0.000 0.000 0.773 related correct
14 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
16 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
17 stimulus/target/unrelated 0.484 0.000 0.000 0.484 unrelated correct
18 stimulus/prime/related 0.000 1.250 1.250 related
19 stimulus/target/related 0.352 0.000 0.000 0.352 related correct
21 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
22 stimulus/prime/related 1.461 0.000 1.156 1.156 1.461 related correct
23 stimulus/target/related 0.305 0.000 0.000 0.305 related correct
24 stimulus/prime/related 0.000 1.102 1.102 related
25 stimulus/target/related 0.422 0.000 0.000 0.422 related correct
26 stimulus/prime/related 1.492 0.000 1.164 1.164 1.492 related correct
27 stimulus/target/related 0.328 0.000 0.000 0.328 related correct
28 stimulus/prime/related 0.000 1.234 1.234 related
29 stimulus/target/related 0.422 0.000 0.000 0.422 related correct
30 stimulus/prime/related 0.000 1.203 1.203 related
31 stimulus/target/related 0.336 0.000 0.000 0.336 related correct
32 stimulus/prime/unrelated 0.000 1.242 1.242 unrelated
33 stimulus/target/unrelated 0.461 0.000 0.000 0.461 unrelated correct
34 stimulus/prime/related 0.000 1.281 1.281 related
35 stimulus/target/related 0.320 0.000 0.000 0.320 related correct
36 stimulus/prime/related 0.000 1.250 1.250 related
37 stimulus/target/related 0.430 0.000 0.000 0.430 related correct
38 stimulus/prime/related 0.000 1.117 1.117 related
39 stimulus/target/related 0.594 0.000 0.000 0.594 related correct
40 stimulus/prime/related 0.000 1.164 1.164 related
41 stimulus/target/related 0.406 0.000 0.000 0.406 related correct
42 stimulus/prime/related 0.000 1.250 1.250 related
43 stimulus/target/related 0.414 0.000 0.000 0.414 related correct
44 stimulus/prime/related 1.445 0.000 1.117 1.117 1.445 related correct
45 stimulus/target/related 0.328 0.000 0.000 0.328 related correct
46 stimulus/prime/related 1.500 0.000 1.148 1.148 1.500 related correct
47 stimulus/target/related 0.352 0.000 0.000 0.352 related correct
48 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
49 stimulus/target/unrelated 0.719 0.000 0.000 0.719 unrelated correct
50 stimulus/prime/unrelated 0.000 1.289 1.289 unrelated
51 stimulus/target/unrelated 0.586 0.000 0.000 0.586 unrelated correct
52 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
53 stimulus/target/unrelated 0.484 0.000 0.000 0.484 unrelated correct
54 stimulus/prime/related 0.000 1.297 1.297 related
55 stimulus/target/related 0.508 0.000 0.000 0.508 related correct
56 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
57 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
58 stimulus/prime/unrelated 0.000 1.148 1.148 unrelated
59 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
60 stimulus/prime/related 0.000 1.133 1.133 related
61 stimulus/target/related 0.797 0.000 0.000 0.797 related correct
62 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
63 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
64 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
65 stimulus/target/unrelated 0.438 0.000 0.000 0.438 unrelated correct
66 stimulus/prime/related 0.000 1.180 1.180 related
67 stimulus/target/related 0.406 0.000 0.000 0.406 related correct
68 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
70 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
71 stimulus/target/unrelated 0.609 0.000 0.000 0.609 unrelated correct
72 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
73 stimulus/target/unrelated 0.648 0.000 0.000 0.648 unrelated correct
74 stimulus/prime/related 0.000 1.148 1.148 related
75 stimulus/target/related 0.734 0.000 0.000 0.734 related correct
76 stimulus/prime/related 0.000 1.117 1.117 related
77 stimulus/target/related 0.438 0.000 0.000 0.438 related correct
78 stimulus/prime/unrelated 0.000 1.141 1.141 unrelated
79 stimulus/target/unrelated 0.523 0.000 0.000 0.523 unrelated correct
80 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
81 stimulus/target/unrelated 0.555 0.000 0.000 0.555 unrelated correct
82 stimulus/prime/related 1.406 0.000 1.102 1.102 1.406 related correct
83 stimulus/target/related 0.305 0.000 0.000 0.305 related correct
84 stimulus/prime/related 1.438 0.000 1.117 1.117 1.438 related correct
85 stimulus/target/related 0.320 0.000 0.000 0.320 related correct
86 stimulus/prime/related 0.000 1.133 1.133 related
87 stimulus/target/related 0.672 0.000 0.000 0.672 related correct
88 stimulus/prime/related 1.461 0.000 1.211 1.211 1.461 related correct
89 stimulus/target/related 0.250 0.000 0.000 0.250 related correct
90 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
91 stimulus/target/unrelated 0.484 0.000 0.000 0.484 unrelated correct
92 stimulus/prime/unrelated 0.000 1.148 1.148 unrelated
93 stimulus/target/unrelated 0.469 0.000 0.000 0.469 unrelated correct
94 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
96 stimulus/prime/unrelated 0.000 1.227 1.227 unrelated
97 stimulus/target/unrelated 0.430 0.000 0.000 0.430 unrelated correct
98 stimulus/prime/related 1.398 0.000 1.094 1.094 1.398 related correct
99 stimulus/target/related 0.305 0.000 0.000 0.305 related correct
100 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
101 stimulus/target/unrelated 0.633 0.000 0.000 0.633 unrelated correct
102 stimulus/prime/related 0.000 1.289 1.289 related
103 stimulus/target/related 0.719 0.000 0.000 0.719 related correct
105 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
106 stimulus/prime/related 0.000 1.250 1.250 related
107 stimulus/target/related 0.570 0.000 0.000 0.570 related correct
108 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
109 stimulus/target/unrelated 0.453 0.000 0.000 0.453 unrelated correct
110 stimulus/prime/unrelated 0.000 1.117 1.117 unrelated
111 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
112 stimulus/prime/related 0.000 1.266 1.266 related
113 stimulus/target/related 0.391 0.000 0.000 0.391 related correct
114 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
115 stimulus/target/unrelated 0.656 0.000 0.000 0.656 unrelated correct
116 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
117 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
118 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
119 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
121 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated error
123 stimulus/target/unrelated 0.539 0.000 0.000 0.539 unrelated correct
124 stimulus/prime/related 0.000 1.195 1.195 related
125 stimulus/target/related 0.336 0.000 0.000 0.336 related correct
127 stimulus/target/related 0.312 0.000 0.000 0.312 related correct
128 stimulus/prime/unrelated 0.000 1.203 1.203 unrelated
129 stimulus/target/unrelated 0.500 0.000 0.000 0.500 unrelated correct
131 stimulus/target/related 0.859 0.000 0.000 0.859 related correct
133 stimulus/target/related 0.547 0.000 0.000 0.547 related correct
134 stimulus/prime/related 0.000 1.250 1.250 related
135 stimulus/target/related 0.438 0.000 0.000 0.438 related correct
136 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
137 stimulus/target/unrelated 0.445 0.000 0.000 0.445 unrelated correct
138 stimulus/prime/related 1.430 0.000 1.133 1.133 1.430 related correct
139 stimulus/target/related 0.297 0.000 0.000 0.297 related correct
140 stimulus/prime/related 0.000 1.297 1.297 related
141 stimulus/target/related 0.336 0.000 0.000 0.336 related error
142 stimulus/prime/related 0.000 1.133 1.133 related
143 stimulus/target/related 0.562 0.000 0.000 0.562 related error
145 stimulus/target/related 0.242 0.000 0.000 0.242 related correct
146 stimulus/prime/unrelated 0.000 1.219 1.219 unrelated
147 stimulus/target/unrelated 0.617 0.000 0.000 0.617 unrelated correct
148 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
149 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
150 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
151 stimulus/target/unrelated 0.562 0.000 0.000 0.562 unrelated correct
153 stimulus/target/unrelated 0.547 0.000 0.000 0.547 unrelated correct
154 stimulus/prime/unrelated 0.000 1.305 1.305 unrelated
155 stimulus/target/unrelated 0.492 0.000 0.000 0.492 unrelated correct
156 stimulus/prime/unrelated 1.477 0.000 1.164 1.164 1.477 unrelated error
157 stimulus/target/unrelated 0.312 0.000 0.000 0.312 unrelated error
158 stimulus/prime/related 0.000 1.180 1.180 related
159 stimulus/target/related 0.703 0.000 0.000 0.703 related correct
161 stimulus/target/unrelated 0.453 0.000 0.000 0.453 unrelated correct
162 stimulus/prime/related 1.445 0.000 1.117 1.117 1.445 related correct
163 stimulus/target/related 0.328 0.000 0.000 0.328 related correct
164 stimulus/prime/related 1.414 0.000 1.219 1.219 1.414 related correct
165 stimulus/target/related 0.195 0.000 0.000 0.195 related correct
166 stimulus/prime/unrelated 1.359 0.000 1.148 1.148 1.359 unrelated error
167 stimulus/target/unrelated 0.211 0.000 0.000 0.211 unrelated error
168 stimulus/prime/related 0.000 1.297 1.297 related
169 stimulus/target/related 0.469 0.000 0.000 0.469 related correct
170 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
171 stimulus/target/unrelated 0.578 0.000 0.000 0.578 unrelated correct
173 stimulus/target/unrelated 0.453 0.000 0.000 0.453 unrelated correct
174 stimulus/prime/related 1.305 0.000 1.188 1.188 1.305 related correct
175 stimulus/target/related 0.117 0.000 0.000 0.117 related correct
176 stimulus/prime/related 1.461 0.000 1.172 1.172 1.461 related correct
177 stimulus/target/related 0.289 0.000 0.000 0.289 related correct
178 stimulus/prime/related 1.430 0.000 1.180 1.180 1.430 related correct
179 stimulus/target/related 0.250 0.000 0.000 0.250 related correct
180 stimulus/prime/related 0.000 1.289 1.289 related
181 stimulus/target/related 0.258 0.000 0.000 0.258 related correct
182 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
183 stimulus/target/unrelated 0.891 0.000 0.000 0.891 unrelated correct
184 stimulus/prime/related 0.000 1.164 1.164 related
185 stimulus/target/related 0.680 0.000 0.000 0.680 related correct
186 stimulus/prime/related 0.000 1.195 1.195 related
187 stimulus/target/related 0.000 0.000 related
188 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
190 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
191 stimulus/target/unrelated 0.625 0.000 0.000 0.625 unrelated correct
192 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
193 stimulus/target/unrelated 0.438 0.000 0.000 0.438 unrelated correct
194 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
195 stimulus/target/unrelated 0.492 0.000 0.000 0.492 unrelated correct
196 stimulus/prime/related 1.242 0.000 1.180 1.180 1.242 related correct
197 stimulus/target/related 0.062 0.000 0.000 0.062 related correct
198 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
199 stimulus/target/unrelated 0.438 0.000 0.000 0.438 unrelated correct
200 stimulus/prime/unrelated 0.000 1.266 1.266 unrelated
202 stimulus/prime/related 0.000 1.148 1.148 related
203 stimulus/target/related 0.469 0.000 0.000 0.469 related correct
205 stimulus/target/related 0.570 0.000 0.000 0.570 related error
206 stimulus/prime/related 0.000 1.234 1.234 related
207 stimulus/target/related 0.359 0.000 0.000 0.359 related correct
208 stimulus/prime/unrelated 0.000 1.133 1.133 unrelated
210 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
211 stimulus/target/unrelated 0.531 0.000 0.000 0.531 unrelated correct
212 stimulus/prime/related 0.000 1.234 1.234 related
213 stimulus/target/related 0.281 0.000 0.000 0.281 related correct
214 stimulus/prime/related 0.000 1.188 1.188 related
215 stimulus/target/related 0.516 0.000 0.000 0.516 related correct
216 stimulus/prime/related 0.000 1.102 1.102 related
217 stimulus/target/related 0.422 0.000 0.000 0.422 related correct
218 stimulus/prime/unrelated 0.000 1.164 1.164 unrelated
219 stimulus/target/unrelated 0.719 0.000 0.000 0.719 unrelated error
220 stimulus/prime/unrelated 0.000 1.234 1.234 unrelated
221 stimulus/target/unrelated 0.516 0.000 0.000 0.516 unrelated correct
222 stimulus/prime/unrelated 0.000 1.148 1.148 unrelated
223 stimulus/target/unrelated 0.555 0.000 0.000 0.555 unrelated correct
224 stimulus/prime/related 0.000 1.281 1.281 related
225 stimulus/target/related 0.719 0.000 0.000 0.719 related correct
226 stimulus/prime/unrelated 0.000 1.109 1.109 unrelated
227 stimulus/target/unrelated 0.555 0.000 0.000 0.555 unrelated correct
228 stimulus/prime/unrelated 0.000 1.281 1.281 unrelated
229 stimulus/target/unrelated 0.664 0.000 0.000 0.664 unrelated correct
230 stimulus/prime/related 0.000 1.234 1.234 related
231 stimulus/target/related 0.531 0.000 0.000 0.531 related correct
232 stimulus/prime/unrelated 1.336 0.000 1.281 1.281 1.336 unrelated error
233 stimulus/target/unrelated 0.055 0.000 0.000 0.055 unrelated error
234 stimulus/prime/related 0.000 1.289 1.289 related
235 stimulus/target/related 0.562 0.000 0.000 0.562 related correct
236 stimulus/prime/unrelated 0.000 1.188 1.188 unrelated
237 stimulus/target/unrelated 0.508 0.000 0.000 0.508 unrelated correct
238 stimulus/prime/related 1.461 0.000 1.266 1.266 1.461 related correct
239 stimulus/target/related 0.195 0.000 0.000 0.195 related correct

219 rows × 12 columns

ERP image (EEG)
Drop log
PSD
PSD calculated from 30 epochs (30.0 s).
General
MNE object type EvokedArray
Measurement date Unknown
Participant sub-015
Experimenter Unknown
Acquisition
Aggregation average of 48 epochs
Condition stimulus/target/unrelated
Time range -0.203 – 0.797 s
Baseline -0.203 – 0.000 s
Sampling frequency 128.00 Hz
Time points 129
Channels
EEG
Head & sensor digitization 33 points
Filters
Highpass 0.10 Hz
Lowpass 64.00 Hz
Time course (EEG)
Global field power
Full-epochs decoding
Each black dot represents the single cross-validation score. The red cross is the mean of all 5 cross-validation scores. The dashed line is expected chance performance.
  """ERP CORE.

This example demonstrates 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-5.15.0-1057-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               1.8.0.dev79+gcaba81b9f (devel, latest release is 1.7.1)
├☑ numpy             2.0.0 (OpenBLAS 0.3.27 with 2 threads)
├☑ scipy             1.13.1
└☑ matplotlib        3.9.0 (backend=agg)

Numerical (optional)
├☑ sklearn           1.5.0
├☑ numba             0.60.0
├☑ nibabel           5.2.1
├☑ pandas            2.2.2
├☑ h5io              0.2.3
├☑ h5py              3.11.0
└☐ unavailable       nilearn, dipy, openmeeg, cupy

Visualization (optional)
├☑ pyvista           0.43.10 (OpenGL 4.5 (Core Profile) Mesa 23.2.1-1ubuntu3.1~22.04.2 via llvmpipe (LLVM 15.0.7, 256 bits))
├☑ pyvistaqt         0.11.1
├☑ vtk               9.3.0
├☑ qtpy              2.4.1 (PyQt6=6.7.1)
└☐ unavailable       ipympl, pyqtgraph, mne-qt-browser, ipywidgets, trame_client, trame_server, trame_vtk, trame_vuetify

Ecosystem (optional)
├☑ mne-bids          0.16.0.dev3+g0e3cbc66a
├☑ mne-bids-pipeline 1.9.0
├☑ edfio             0.4.2
├☑ pybv              0.7.5
└☐ unavailable       mne-nirs, mne-features, mne-connectivity, mne-icalabel, neo, eeglabio, mffpy