Bad channels marked in original data:

None

General
Filename(s) sub-001_task-AudioCueWalkingStudy_run-01_eeg.fdt
MNE object type RawEEGLAB
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Duration 00:12:52 (HH:MM:SS)
Sampling frequency 512.00 Hz
Time points 395,261
Channels
EEG
EMG
misc
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 256.00 Hz
Time series
Segment 1 of 5
Time series
Segment 2 of 5
Time series
Segment 3 of 5
Time series
Segment 4 of 5
Time series
Segment 5 of 5
PSD
General
Filename(s) sub-001_task-AudioCueWalkingStudy_run-01_eeg.fdt
MNE object type RawEEGLAB
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Duration 00:12:52 (HH:MM:SS)
Sampling frequency 512.00 Hz
Time points 395,261
Channels
EEG
EMG
misc
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Time series
Segment 1 of 5
Time series
Segment 2 of 5
Time series
Segment 3 of 5
Time series
Segment 4 of 5
Time series
Segment 5 of 5
PSD
Events
General
MNE object type Epochs
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Total number of events 758
Events counts AdvanceTempo/103: 88
AdvanceTempo/113: 10
AdvanceTempo/153: 90
AdvanceTempo/203: 90
AdvanceTempo/253: 90
AdvanceTempo/333: 10
DelayTempo/109: 90
DelayTempo/119: 10
DelayTempo/159: 90
DelayTempo/209: 90
DelayTempo/259: 90
DelayTempo/999: 10
Time range -0.195 – 0.498 s
Baseline off
Sampling frequency 102.40 Hz
Time points 72
Metadata 758 rows × 21 columns
Channels
EEG
EMG
misc
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (off)
Epoch # event_name AdvanceTempo/103 AdvanceTempo/113 AdvanceTempo/153 AdvanceTempo/203 AdvanceTempo/253 AdvanceTempo/333 DelayTempo/109 DelayTempo/119 DelayTempo/159 DelayTempo/209 DelayTempo/259 DelayTempo/999 PreferredCadence/101 PreferredCadence/114 PreferredCadence/151 PreferredCadence/201 PreferredCadence/251 PreferredCadence/444 UncuedWalking/100 UncuedWalking/200
0 AdvanceTempo/333 0.082 0.000
1 AdvanceTempo/113 0.000 0.471 -0.082
2 AdvanceTempo/253 0.469 0.076 0.000
3 AdvanceTempo/203 0.393 0.000 -0.076
4 AdvanceTempo/153 0.127 0.000
5 AdvanceTempo/103 0.000 -0.127 0.385
6 AdvanceTempo/253 0.459 0.176 0.000
7 AdvanceTempo/203 0.490 0.283 0.000 -0.176
8 AdvanceTempo/153 0.207 0.000
9 AdvanceTempo/103 0.000 0.307
10 AdvanceTempo/253 0.215 0.000
11 AdvanceTempo/203 0.467 0.299 0.000
12 AdvanceTempo/153 0.168 0.000 0.465
13 AdvanceTempo/103 0.000 -0.168 0.297
14 AdvanceTempo/253 0.248 0.000
15 AdvanceTempo/203 0.486 0.305 0.000
16 AdvanceTempo/153 0.182 0.000
17 AdvanceTempo/103 0.000 -0.182 0.328
18 AdvanceTempo/253 0.209 0.000
19 AdvanceTempo/203 0.482 0.303 0.000
20 AdvanceTempo/153 0.180 0.000
21 AdvanceTempo/103 0.000 -0.180 0.330
22 AdvanceTempo/253 0.469 0.207 0.000
23 AdvanceTempo/203 0.498 0.262 0.000
24 AdvanceTempo/153 0.236 0.000
25 AdvanceTempo/103 0.000 0.484 0.275
26 AdvanceTempo/253 0.209 0.000
27 AdvanceTempo/203 0.496 0.307 0.000
28 AdvanceTempo/153 0.189 0.000
29 AdvanceTempo/103 0.000 -0.189 0.320
30 AdvanceTempo/253 0.189 0.000
31 AdvanceTempo/203 0.453 0.314 0.000 -0.189
32 AdvanceTempo/153 0.139 0.000
33 AdvanceTempo/103 0.000 -0.139 0.375
34 AdvanceTempo/253 0.467 0.131 0.000
35 AdvanceTempo/203 0.465 0.336 0.000 -0.131
36 AdvanceTempo/153 0.129 0.000
37 AdvanceTempo/103 0.000 -0.129 0.496
38 DelayTempo/119 0.000 0.129
39 DelayTempo/999 -0.129 0.473 0.000
40 DelayTempo/209 0.000 0.221
41 DelayTempo/259 0.482 0.000
42 DelayTempo/109 0.000 0.213
43 DelayTempo/159 0.000 0.492
44 DelayTempo/209 0.000 0.201
45 DelayTempo/259 0.000
46 DelayTempo/109 0.000 0.172
47 DelayTempo/159 -0.172 0.000
48 DelayTempo/209 0.000 0.162
49 DelayTempo/259 -0.162 0.000
50 DelayTempo/109 0.000 0.123
51 DelayTempo/159 -0.123 0.000
52 DelayTempo/209 0.000 0.154
53 DelayTempo/259 -0.154 0.000
54 DelayTempo/109 0.000 0.139
55 DelayTempo/159 -0.139 0.000
56 DelayTempo/209 0.000 0.148
57 DelayTempo/259 -0.148 0.000
58 DelayTempo/109 0.000 0.145
59 DelayTempo/159 -0.145 0.000
60 DelayTempo/209 0.000 0.150
61 DelayTempo/259 -0.150 0.000
62 DelayTempo/109 0.000 0.111
63 DelayTempo/159 -0.111 0.000
64 DelayTempo/209 0.000 0.178
65 DelayTempo/259 -0.178 0.000
66 DelayTempo/109 0.000 0.197
67 DelayTempo/159 -0.197 0.000 0.482
68 DelayTempo/209 0.000 0.207
69 DelayTempo/259 0.424 0.000
70 DelayTempo/109 0.000 0.279
71 DelayTempo/159 0.000 0.459
72 DelayTempo/209 0.000 0.236
73 DelayTempo/259 0.477 0.000
74 DelayTempo/109 0.000 0.217
75 DelayTempo/159 0.000
76 DelayTempo/119 0.000 0.109
77 DelayTempo/999 -0.109 0.000
78 DelayTempo/209 0.000 0.125
79 DelayTempo/259 -0.125 0.000
80 DelayTempo/109 0.000 0.168
81 DelayTempo/159 -0.168 0.000
82 DelayTempo/209 0.000 0.174
83 DelayTempo/259 -0.174 0.000
84 DelayTempo/109 0.000 0.127
85 DelayTempo/159 -0.127 0.000
86 DelayTempo/209 0.000 0.148
87 DelayTempo/259 -0.148 0.000
88 DelayTempo/109 0.000 0.133
89 DelayTempo/159 -0.133 0.000
90 DelayTempo/259 0.010 0.000
91 DelayTempo/209 0.000 -0.010
92 DelayTempo/109 0.000 0.051
93 DelayTempo/159 -0.051 0.000
94 DelayTempo/209 0.000 0.004
95 DelayTempo/259 -0.004 0.000
96 DelayTempo/109 0.000 0.113
97 DelayTempo/159 -0.113 0.000
98 DelayTempo/209 0.000 0.068
99 DelayTempo/259 -0.068 0.000
100 DelayTempo/109 0.000 0.068
101 DelayTempo/159 -0.068 0.000
102 DelayTempo/209 0.000 0.104
103 DelayTempo/259 -0.104 0.000
104 DelayTempo/109 0.000 0.100
105 DelayTempo/159 -0.100 0.000
106 DelayTempo/209 0.000 0.027
107 DelayTempo/259 -0.027 0.000
108 DelayTempo/109 0.000 0.035
109 DelayTempo/159 -0.035 0.000
110 DelayTempo/209 0.000 0.039
111 DelayTempo/259 -0.039 0.000
112 DelayTempo/109 0.000 0.029
113 DelayTempo/159 -0.029 0.000
114 DelayTempo/119 0.000 0.123
115 DelayTempo/999 -0.123 0.000
116 DelayTempo/209 0.000 0.145
117 DelayTempo/259 -0.145 0.000
118 DelayTempo/109 0.000 0.117
119 DelayTempo/159 -0.117 0.000
120 DelayTempo/209 0.000 0.100
121 DelayTempo/259 -0.100 0.000
122 DelayTempo/109 0.000 0.137
123 DelayTempo/159 -0.137 0.000
124 DelayTempo/209 0.000 0.068
125 DelayTempo/259 -0.068 0.000
126 DelayTempo/109 0.000 0.068
127 DelayTempo/159 -0.068 0.000
128 DelayTempo/209 0.000 0.066
129 DelayTempo/259 -0.066 0.000
130 DelayTempo/109 0.000 0.066
131 DelayTempo/159 -0.066 0.000
132 DelayTempo/209 0.000 0.084
133 DelayTempo/259 -0.084 0.000
134 DelayTempo/109 0.000 0.062
135 DelayTempo/159 -0.062 0.000
136 DelayTempo/209 0.000 0.025
137 DelayTempo/259 -0.025 0.000
138 DelayTempo/109 0.000 0.064
139 DelayTempo/159 -0.064 0.000
140 DelayTempo/209 0.000 0.006
141 DelayTempo/259 -0.006 0.000
142 DelayTempo/109 0.000 0.064
143 DelayTempo/159 -0.064 0.000
144 DelayTempo/209 0.000 0.049
145 DelayTempo/259 -0.049 0.000
146 DelayTempo/109 0.000 0.115
147 DelayTempo/159 -0.115 0.000
148 DelayTempo/209 0.000 0.107
149 DelayTempo/259 -0.107 0.000
150 DelayTempo/109 0.000 0.092
151 DelayTempo/159 -0.092 0.000
152 AdvanceTempo/333 0.160 0.000
153 AdvanceTempo/113 0.000 0.352 -0.160
154 AdvanceTempo/253 0.252 0.000
155 AdvanceTempo/203 0.490 0.309 0.000
156 AdvanceTempo/153 0.182 0.000 0.465
157 AdvanceTempo/103 0.000 -0.182 0.283
158 AdvanceTempo/253 0.229 0.000
159 AdvanceTempo/203 0.494 0.275 0.000
160 AdvanceTempo/153 0.219 0.000
161 AdvanceTempo/103 0.000 0.297
162 AdvanceTempo/253 0.225 0.000
163 AdvanceTempo/203 0.482 0.287 0.000
164 AdvanceTempo/153 0.195 0.000
165 AdvanceTempo/103 0.000 -0.195 0.312
166 AdvanceTempo/253 0.207 0.000
167 AdvanceTempo/203 0.301 0.000
168 AdvanceTempo/153 0.205 0.000
169 AdvanceTempo/103 0.000 0.307
170 AdvanceTempo/253 0.225 0.000
171 AdvanceTempo/203 0.287 0.000
172 AdvanceTempo/153 0.240 0.000
173 AdvanceTempo/103 0.000 0.498 0.273
174 AdvanceTempo/253 0.225 0.000
175 AdvanceTempo/203 0.285 0.000
176 AdvanceTempo/153 0.238 0.000
177 AdvanceTempo/103 0.000 0.271
178 AdvanceTempo/253 0.268 0.000
179 AdvanceTempo/203 0.242 0.000
180 AdvanceTempo/153 0.311 0.000
181 AdvanceTempo/103 0.000 0.203
182 AdvanceTempo/253 0.422 0.000
183 AdvanceTempo/203 0.092 0.000
184 AdvanceTempo/153 0.430 0.000 -0.092
185 AdvanceTempo/103 0.000 0.078
186 AdvanceTempo/253 -0.078 0.473 0.000
187 AdvanceTempo/203 0.037 0.000
188 AdvanceTempo/153 0.000 -0.037 0.490
189 AdvanceTempo/333 0.039 0.000
190 AdvanceTempo/113 0.000 0.475 -0.039
191 AdvanceTempo/253 0.129 0.000
192 AdvanceTempo/203 0.465 0.383 0.000 -0.129
193 AdvanceTempo/153 0.082 0.000
194 AdvanceTempo/103 0.000 -0.082 0.496 0.471
195 AdvanceTempo/253 0.025 0.000
196 AdvanceTempo/203 0.486 0.000 -0.025
197 AdvanceTempo/153 0.027 0.000
198 AdvanceTempo/103 0.000 -0.027 0.482
199 AdvanceTempo/253 0.061 0.000
200 AdvanceTempo/203 0.498 0.000 -0.061
201 AdvanceTempo/153 0.025 0.000
202 AdvanceTempo/103 0.000 -0.025 0.488
203 AdvanceTempo/253 0.064 0.000
204 AdvanceTempo/203 0.441 0.000 -0.064
205 AdvanceTempo/153 0.086 0.000
206 AdvanceTempo/103 0.000 -0.086 0.424
207 AdvanceTempo/253 0.129 0.000
208 AdvanceTempo/203 0.428 0.000 -0.129
209 AdvanceTempo/153 0.078 0.000
210 AdvanceTempo/103 0.000 -0.078 0.436
211 AdvanceTempo/253 0.115 0.000
212 AdvanceTempo/203 0.492 0.395 0.000 -0.115
213 AdvanceTempo/153 0.098 0.000
214 AdvanceTempo/103 0.000 -0.098 0.416
215 AdvanceTempo/253 0.123 0.000
216 AdvanceTempo/203 0.494 0.387 0.000 -0.123
217 AdvanceTempo/153 0.107 0.000
218 AdvanceTempo/103 0.000 -0.107 0.449
219 AdvanceTempo/253 0.080 0.000
220 AdvanceTempo/203 0.428 0.000 -0.080
221 AdvanceTempo/153 0.082 0.000
222 AdvanceTempo/103 0.000 -0.082 0.430
223 AdvanceTempo/253 0.105 0.000
224 AdvanceTempo/203 0.451 0.000 -0.105
225 AdvanceTempo/153 0.064 0.000
226 AdvanceTempo/103 0.000 -0.064
227 DelayTempo/119 0.000 0.082
228 DelayTempo/999 -0.082 0.000
229 DelayTempo/209 0.000 0.123
230 DelayTempo/259 0.477 -0.123 0.000
231 DelayTempo/109 0.000 0.223
232 DelayTempo/159 0.000 0.467
233 DelayTempo/209 0.000 0.232
234 DelayTempo/259 0.494 0.000
235 DelayTempo/109 0.000 0.199
236 DelayTempo/159 -0.199 0.000
237 DelayTempo/209 0.000 0.145
238 DelayTempo/259 -0.145 0.000
239 DelayTempo/109 0.000 0.082
240 DelayTempo/159 -0.082 0.000
241 DelayTempo/259 0.033 0.000
242 DelayTempo/209 0.000 -0.033
243 DelayTempo/109 0.000 0.035
244 DelayTempo/159 -0.035 0.000
245 DelayTempo/209 0.000 0.084
246 DelayTempo/259 -0.084 0.000
247 DelayTempo/109 0.000 0.090
248 DelayTempo/159 -0.090 0.000
249 DelayTempo/209 0.000 0.041
250 DelayTempo/259 -0.041 0.000
251 DelayTempo/109 0.000 0.037
252 DelayTempo/159 -0.037 0.000
253 DelayTempo/209 0.000 0.021
254 DelayTempo/259 -0.021 0.000
255 DelayTempo/109 0.000 0.025
256 DelayTempo/159 -0.025 0.000
257 DelayTempo/209 0.000 0.004
258 DelayTempo/259 -0.004 0.000
259 DelayTempo/109 0.000 0.020
260 DelayTempo/159 -0.020 0.000
261 DelayTempo/259 0.008 0.000
262 DelayTempo/209 0.000 -0.008
263 DelayTempo/109 0.000 0.002
264 DelayTempo/159 -0.002 0.000
265 AdvanceTempo/333 0.084 0.000
266 AdvanceTempo/113 0.000 0.428 -0.084
267 AdvanceTempo/253 0.119 0.000
268 AdvanceTempo/203 0.398 0.000 -0.119
269 AdvanceTempo/153 0.111 0.000
270 AdvanceTempo/103 0.000 -0.111 0.395
271 AdvanceTempo/253 0.119 0.000
272 AdvanceTempo/203 0.492 0.389 0.000 -0.119
273 AdvanceTempo/153 0.104 0.000 0.461
274 AdvanceTempo/103 0.000 -0.104 0.502 0.357
275 AdvanceTempo/253 0.145 0.000
276 AdvanceTempo/203 0.467 0.373 0.000 -0.145
277 AdvanceTempo/153 0.094 0.000 0.459
278 AdvanceTempo/103 0.000 -0.094 0.486 0.365
279 AdvanceTempo/253 0.121 0.000
280 AdvanceTempo/203 0.465 0.391 0.000 -0.121
281 AdvanceTempo/153 0.074 0.000
282 AdvanceTempo/103 0.000 -0.074 0.494 0.436
283 AdvanceTempo/253 0.059 0.000
284 AdvanceTempo/203 0.502 0.455 0.000 -0.059
285 AdvanceTempo/153 0.047 0.000 0.465
286 AdvanceTempo/103 0.000 -0.047 0.418
287 AdvanceTempo/253 0.129 0.000
288 AdvanceTempo/203 0.463 0.387 0.000 -0.129
289 AdvanceTempo/153 0.076 0.000
290 AdvanceTempo/103 0.000 -0.076 0.492 0.428
291 AdvanceTempo/253 0.467 0.064 0.000
292 AdvanceTempo/203 0.471 0.402 0.000 -0.064
293 AdvanceTempo/153 0.068 0.000 0.461
294 AdvanceTempo/103 0.000 -0.068 0.494 0.393
295 AdvanceTempo/253 0.102 0.000
296 AdvanceTempo/203 0.469 0.408 0.000 -0.102
297 AdvanceTempo/153 0.061 0.000
298 AdvanceTempo/103 0.000 -0.061 0.498 0.449
299 AdvanceTempo/253 0.049 0.000
300 AdvanceTempo/203 0.469 0.000 -0.049
301 AdvanceTempo/153 0.041 0.000
302 AdvanceTempo/103 0.000 -0.041
303 DelayTempo/119 0.000 0.109
304 DelayTempo/999 -0.109 0.000
305 DelayTempo/209 0.000 0.143
306 DelayTempo/259 0.498 -0.143 0.000
307 DelayTempo/109 0.000 0.158
308 DelayTempo/159 -0.158 0.000
309 DelayTempo/209 0.000 0.109
310 DelayTempo/259 -0.109 0.000
311 DelayTempo/109 0.000 0.047
312 DelayTempo/159 -0.047 0.000
313 DelayTempo/259 0.035 0.000
314 DelayTempo/209 0.000 -0.035
315 DelayTempo/109 0.000 0.016
316 DelayTempo/159 -0.016 0.000
317 DelayTempo/259 0.008 0.000
318 DelayTempo/209 0.000 -0.008
319 DelayTempo/109 0.000 0.043
320 DelayTempo/159 -0.043 0.000
321 DelayTempo/259 0.008 0.000
322 DelayTempo/209 0.000 -0.008
323 DelayTempo/109 0.000 0.051
324 DelayTempo/159 -0.051 0.000
325 DelayTempo/259 0.006 0.000
326 DelayTempo/209 0.000 -0.006
327 DelayTempo/159 0.008 0.000
328 DelayTempo/109 0.000 -0.008
329 DelayTempo/209 0.000 0.008
330 DelayTempo/259 -0.008 0.000
331 DelayTempo/109 0.000 0.020
332 DelayTempo/159 -0.020 0.000
333 DelayTempo/209 0.000 0.021
334 DelayTempo/259 -0.021 0.000
335 DelayTempo/159 0.004 0.000
336 DelayTempo/109 0.000 -0.004
337 DelayTempo/209 0.000 0.014
338 DelayTempo/259 -0.014 0.000
339 DelayTempo/159 0.004 0.000
340 DelayTempo/109 0.000 -0.004
341 DelayTempo/119 0.000 0.041
342 DelayTempo/999 -0.041 0.000
343 DelayTempo/209 0.000 0.094
344 DelayTempo/259 -0.094 0.000
345 DelayTempo/109 0.000 0.117
346 DelayTempo/159 -0.117 0.000
347 DelayTempo/209 0.000 0.047
348 DelayTempo/259 -0.047 0.000
349 DelayTempo/159 0.010 0.000
350 DelayTempo/109 0.000 -0.010
351 DelayTempo/209 0.000 0.008
352 DelayTempo/259 -0.008 0.000
353 DelayTempo/109 0.000 0.025
354 DelayTempo/159 -0.025 0.000
355 DelayTempo/209 0.000 0.008
356 DelayTempo/259 -0.008 0.000
357 DelayTempo/109 0.000 0.035
358 DelayTempo/159 -0.035 0.000
359 DelayTempo/209 0.000 0.043
360 DelayTempo/259 -0.043 0.000
361 DelayTempo/109 0.000 0.051
362 DelayTempo/159 -0.051 0.000
363 DelayTempo/259 0.041 0.000
364 DelayTempo/209 0.000 -0.041
365 DelayTempo/109 0.000 0.012
366 DelayTempo/159 -0.012 0.000
367 DelayTempo/259 0.023 0.000
368 DelayTempo/209 0.000 -0.023
369 DelayTempo/159 0.045 0.000
370 DelayTempo/109 0.000 -0.045
371 DelayTempo/259 0.027 0.000
372 DelayTempo/209 0.000 -0.027
373 DelayTempo/109 0.000 0.008
374 DelayTempo/159 -0.008 0.000
375 DelayTempo/259 0.020 0.000
376 DelayTempo/209 0.000 -0.020
377 DelayTempo/109 0.000 0.078
378 DelayTempo/159 -0.078 0.000
379 AdvanceTempo/333 0.047 0.000
380 AdvanceTempo/113 0.000 0.457 -0.047
381 AdvanceTempo/253 0.152 0.000
382 AdvanceTempo/203 0.479 0.363 0.000 -0.152
383 AdvanceTempo/153 0.115 0.000 0.465
384 AdvanceTempo/103 0.000 -0.115 0.350
385 AdvanceTempo/253 0.199 0.000
386 AdvanceTempo/203 0.451 0.314 0.000 -0.199
387 AdvanceTempo/153 0.137 0.000
388 AdvanceTempo/103 0.000 -0.137 0.484 0.371
389 AdvanceTempo/253 0.469 0.113 0.000
390 AdvanceTempo/203 0.479 0.355 0.000 -0.113
391 AdvanceTempo/153 0.123 0.000
392 AdvanceTempo/103 0.000 -0.123 0.480 0.387
393 AdvanceTempo/253 0.094 0.000
394 AdvanceTempo/203 0.473 0.416 0.000 -0.094
395 AdvanceTempo/153 0.057 0.000
396 AdvanceTempo/103 0.000 -0.057 0.453
397 AdvanceTempo/253 0.465 0.068 0.000
398 AdvanceTempo/203 0.496 0.396 0.000 -0.068
399 AdvanceTempo/153 0.100 0.000
400 AdvanceTempo/103 0.000 -0.100 0.455
401 AdvanceTempo/253 0.461 0.066 0.000
402 AdvanceTempo/203 0.484 0.395 0.000 -0.066
403 AdvanceTempo/153 0.090 0.000
404 AdvanceTempo/103 0.000 -0.090 0.424
405 AdvanceTempo/253 0.098 0.000
406 AdvanceTempo/203 0.412 0.000 -0.098
407 AdvanceTempo/153 0.107 0.000 0.469
408 AdvanceTempo/103 0.000 -0.107 0.361
409 AdvanceTempo/253 0.174 0.000
410 AdvanceTempo/203 0.494 0.334 0.000 -0.174
411 AdvanceTempo/153 0.160 0.000
412 AdvanceTempo/103 0.000 -0.160 0.352
413 AdvanceTempo/253 0.463 0.180 0.000
414 AdvanceTempo/203 0.471 0.283 0.000 -0.180
415 AdvanceTempo/153 0.188 0.000
416 AdvanceTempo/103 0.000 -0.188 0.479
417 DelayTempo/119 0.000 0.135
418 DelayTempo/999 -0.135 0.000
419 DelayTempo/209 0.000 0.166
420 DelayTempo/259 -0.166 0.000
421 DelayTempo/109 0.000 0.178
422 DelayTempo/159 -0.178 0.000
423 DelayTempo/209 0.000 0.115
424 DelayTempo/259 -0.115 0.000
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426 DelayTempo/159 -0.043 0.000
427 DelayTempo/209 0.000 0.029
428 DelayTempo/259 -0.029 0.000
429 DelayTempo/109 0.000 0.023
430 DelayTempo/159 -0.023 0.000
431 DelayTempo/209 0.000 0.055
432 DelayTempo/259 -0.055 0.000
433 DelayTempo/109 0.000 0.078
434 DelayTempo/159 -0.078 0.000
435 DelayTempo/209 0.000 0.090
436 DelayTempo/259 -0.090 0.000
437 DelayTempo/109 0.000 0.084
438 DelayTempo/159 -0.084 0.000
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440 DelayTempo/259 -0.090 0.000
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446 DelayTempo/159 -0.090 0.000
447 DelayTempo/209 0.000 0.125
448 DelayTempo/259 -0.125 0.000
449 DelayTempo/109 0.000 0.072
450 DelayTempo/159 -0.072 0.000
451 DelayTempo/209 0.000 0.035
452 DelayTempo/259 -0.035 0.000
453 DelayTempo/109 0.000 0.016
454 DelayTempo/159 -0.016 0.000
455 AdvanceTempo/333 0.109 0.000
456 AdvanceTempo/113 0.000 0.406 -0.109
457 AdvanceTempo/253 0.156 0.000
458 AdvanceTempo/203 0.492 0.352 0.000 -0.156
459 AdvanceTempo/153 0.141 0.000
460 AdvanceTempo/103 0.000 -0.141 0.367
461 AdvanceTempo/253 0.146 0.000
462 AdvanceTempo/203 0.477 0.367 0.000 -0.146
463 AdvanceTempo/153 0.109 0.000
464 AdvanceTempo/103 0.000 -0.109 0.398
465 AdvanceTempo/253 0.109 0.000
466 AdvanceTempo/203 0.502 0.400 0.000 -0.109
467 AdvanceTempo/153 0.102 0.000
468 AdvanceTempo/103 0.000 -0.102 0.414
469 AdvanceTempo/253 0.463 0.109 0.000
470 AdvanceTempo/203 0.354 0.000 -0.109
471 AdvanceTempo/153 0.158 0.000
472 AdvanceTempo/103 0.000 -0.158 0.355
473 AdvanceTempo/253 0.164 0.000
474 AdvanceTempo/203 0.480 0.346 0.000 -0.164
475 AdvanceTempo/153 0.135 0.000
476 AdvanceTempo/103 0.000 -0.135 0.371
477 AdvanceTempo/253 0.135 0.000
478 AdvanceTempo/203 0.492 0.385 0.000 -0.135
479 AdvanceTempo/153 0.107 0.000
480 AdvanceTempo/103 0.000 -0.107 0.398
481 AdvanceTempo/253 0.115 0.000
482 AdvanceTempo/203 0.396 0.000 -0.115
483 AdvanceTempo/153 0.113 0.000 0.465
484 AdvanceTempo/103 0.000 -0.113 0.352
485 AdvanceTempo/253 0.158 0.000
486 AdvanceTempo/203 0.451 0.350 0.000 -0.158
487 AdvanceTempo/153 0.102 0.000
488 AdvanceTempo/103 0.000 -0.102 0.502 0.416
489 AdvanceTempo/253 0.086 0.000
490 AdvanceTempo/203 0.484 0.420 0.000 -0.086
491 AdvanceTempo/153 0.064 0.000
492 AdvanceTempo/103 0.000 -0.064
493 DelayTempo/119 0.000 0.184
494 DelayTempo/999 -0.184 0.469 0.000
495 DelayTempo/209 0.000 0.230
496 DelayTempo/259 0.000
497 DelayTempo/109 0.000 0.186
498 DelayTempo/159 -0.186 0.000
499 DelayTempo/209 0.000 0.127
500 DelayTempo/259 -0.127 0.000
501 DelayTempo/109 0.000 0.111
502 DelayTempo/159 -0.111 0.000
503 DelayTempo/209 0.000 0.074
504 DelayTempo/259 -0.074 0.000
505 DelayTempo/109 0.000 0.105
506 DelayTempo/159 -0.105 0.000
507 DelayTempo/209 0.000 0.096
508 DelayTempo/259 -0.096 0.000
509 DelayTempo/109 0.000 0.092
510 DelayTempo/159 -0.092 0.000
511 DelayTempo/209 0.000 0.086
512 DelayTempo/259 -0.086 0.000
513 DelayTempo/109 0.000 0.092
514 DelayTempo/159 -0.092 0.000
515 DelayTempo/209 0.000 0.021
516 DelayTempo/259 -0.021 0.000
517 DelayTempo/109 0.000 0.096
518 DelayTempo/159 -0.096 0.000
519 DelayTempo/209 0.000 0.055
520 DelayTempo/259 -0.055 0.000
521 DelayTempo/109 0.000 0.068
522 DelayTempo/159 -0.068 0.000
523 DelayTempo/209 0.000 0.084
524 DelayTempo/259 -0.084 0.000
525 DelayTempo/109 0.000 0.082
526 DelayTempo/159 -0.082 0.000
527 DelayTempo/209 0.000 0.031
528 DelayTempo/259 -0.031 0.000
529 DelayTempo/109 0.000 0.018
530 DelayTempo/159 -0.018 0.000
531 DelayTempo/119 0.000 0.105
532 DelayTempo/999 -0.105 0.000
533 DelayTempo/209 0.000 0.195
534 DelayTempo/259 0.496 -0.195 0.000
535 DelayTempo/109 0.000 0.156
536 DelayTempo/159 -0.156 0.000
537 DelayTempo/209 0.000 0.148
538 DelayTempo/259 -0.148 0.000
539 DelayTempo/109 0.000 0.137
540 DelayTempo/159 -0.137 0.000
541 DelayTempo/209 0.000 0.049
542 DelayTempo/259 -0.049 0.000
543 DelayTempo/109 0.000 0.076
544 DelayTempo/159 -0.076 0.000
545 DelayTempo/209 0.000 0.064
546 DelayTempo/259 -0.064 0.000
547 DelayTempo/109 0.000 0.090
548 DelayTempo/159 -0.090 0.000
549 DelayTempo/209 0.000 0.043
550 DelayTempo/259 -0.043 0.000
551 DelayTempo/109 0.000 0.072
552 DelayTempo/159 -0.072 0.000
553 DelayTempo/209 0.000 0.082
554 DelayTempo/259 -0.082 0.000
555 DelayTempo/109 0.000 0.131
556 DelayTempo/159 -0.131 0.000
557 DelayTempo/209 0.000 0.105
558 DelayTempo/259 -0.105 0.000
559 DelayTempo/109 0.000 0.129
560 DelayTempo/159 -0.129 0.000
561 DelayTempo/209 0.000 0.154
562 DelayTempo/259 -0.154 0.000
563 DelayTempo/109 0.000 0.156
564 DelayTempo/159 -0.156 0.000
565 DelayTempo/209 0.000 0.189
566 DelayTempo/259 -0.189 0.000
567 DelayTempo/109 0.000 0.178
568 DelayTempo/159 -0.178 0.000
569 AdvanceTempo/333 0.145 0.000
570 AdvanceTempo/113 0.000 0.365 -0.145
571 AdvanceTempo/253 0.205 0.000
572 AdvanceTempo/203 0.473 0.303 0.000
573 AdvanceTempo/153 0.170 0.000 0.461
574 AdvanceTempo/103 0.000 -0.170 0.502 0.291
575 AdvanceTempo/253 0.211 0.000
576 AdvanceTempo/203 0.498 0.307 0.000
577 AdvanceTempo/153 0.191 0.000
578 AdvanceTempo/103 0.000 -0.191 0.314
579 AdvanceTempo/253 0.193 0.000
580 AdvanceTempo/203 0.471 0.314 0.000 -0.193
581 AdvanceTempo/153 0.156 0.000 0.469
582 AdvanceTempo/103 0.000 -0.156 0.480 0.312
583 AdvanceTempo/253 0.465 0.168 0.000
584 AdvanceTempo/203 0.461 0.297 0.000 -0.168
585 AdvanceTempo/153 0.164 0.000
586 AdvanceTempo/103 0.000 -0.164 0.471 0.348
587 AdvanceTempo/253 0.123 0.000
588 AdvanceTempo/203 0.490 0.393 0.000 -0.123
589 AdvanceTempo/153 0.098 0.000
590 AdvanceTempo/103 0.000 -0.098 0.412
591 AdvanceTempo/253 0.459 0.105 0.000
592 AdvanceTempo/203 0.471 0.354 0.000 -0.105
593 AdvanceTempo/153 0.117 0.000
594 AdvanceTempo/103 0.000 -0.117 0.393
595 AdvanceTempo/253 0.463 0.125 0.000
596 AdvanceTempo/203 0.480 0.338 0.000 -0.125
597 AdvanceTempo/153 0.143 0.000
598 AdvanceTempo/103 0.000 -0.143 0.475 0.367
599 AdvanceTempo/253 0.107 0.000
600 AdvanceTempo/203 0.490 0.410 0.000 -0.107
601 AdvanceTempo/153 0.080 0.000
602 AdvanceTempo/103 0.000 -0.080 0.428
603 AdvanceTempo/253 0.467 0.076 0.000
604 AdvanceTempo/203 0.494 0.391 0.000 -0.076
605 AdvanceTempo/153 0.104 0.000
606 AdvanceTempo/103 0.000 -0.104 0.479
607 AdvanceTempo/333 0.008 0.457 0.000
608 AdvanceTempo/113 0.000 0.449 -0.008
609 AdvanceTempo/253 0.465 0.117 0.000
610 AdvanceTempo/203 0.475 0.348 0.000 -0.117
611 AdvanceTempo/153 0.127 0.000 0.467
612 AdvanceTempo/103 0.000 -0.127 0.496 0.340
613 AdvanceTempo/253 0.461 0.156 0.000
614 AdvanceTempo/203 0.445 0.305 0.000 -0.156
615 AdvanceTempo/153 0.141 0.000 0.467
616 AdvanceTempo/103 0.000 -0.141 0.473 0.326
617 AdvanceTempo/253 0.463 0.146 0.000
618 AdvanceTempo/203 0.465 0.316 0.000 -0.146
619 AdvanceTempo/153 0.148 0.000 0.467
620 AdvanceTempo/103 0.000 -0.148 0.318
621 AdvanceTempo/253 0.189 0.000
622 AdvanceTempo/203 0.461 0.322 0.000 -0.189
623 AdvanceTempo/153 0.139 0.000 0.416
624 AdvanceTempo/103 0.000 -0.139 0.500 0.277
625 AdvanceTempo/253 0.223 0.000
626 AdvanceTempo/203 0.459 0.287 0.000
627 AdvanceTempo/153 0.172 0.000 0.465
628 AdvanceTempo/103 0.000 -0.172 0.293
629 AdvanceTempo/253 0.463 0.219 0.000
630 AdvanceTempo/203 0.482 0.244 0.000
631 AdvanceTempo/153 0.238 0.000 0.463
632 AdvanceTempo/103 0.000 0.225
633 AdvanceTempo/253 0.465 0.293 0.000
634 AdvanceTempo/203 0.490 0.172 0.000
635 AdvanceTempo/153 0.318 0.000 -0.172 0.467
636 AdvanceTempo/103 0.000 0.148
637 AdvanceTempo/253 -0.148 0.463 0.383 0.000
638 AdvanceTempo/203 0.492 0.080 0.000
639 AdvanceTempo/153 0.412 0.000 -0.080
640 AdvanceTempo/103 0.000 0.100
641 AdvanceTempo/253 -0.100 0.416 0.438 0.000
642 AdvanceTempo/153 0.000 0.021
643 AdvanceTempo/203 -0.021 0.000 0.496
644 AdvanceTempo/333 0.055 0.467 0.000
645 AdvanceTempo/113 0.000 0.412 -0.055
646 AdvanceTempo/253 0.186 0.000
647 AdvanceTempo/203 0.441 0.326 0.000 -0.186
648 AdvanceTempo/153 0.115 0.000 0.416
649 AdvanceTempo/103 0.000 -0.115 0.500 0.301
650 AdvanceTempo/253 0.199 0.000
651 AdvanceTempo/203 0.471 0.309 0.000 -0.199
652 AdvanceTempo/153 0.162 0.000 0.467
653 AdvanceTempo/103 0.000 -0.162 0.480 0.305
654 AdvanceTempo/253 0.467 0.176 0.000
655 AdvanceTempo/203 0.451 0.291 0.000 -0.176
656 AdvanceTempo/153 0.160 0.000
657 AdvanceTempo/103 0.000 -0.160 0.494 0.352
658 AdvanceTempo/253 0.461 0.143 0.000
659 AdvanceTempo/203 0.479 0.318 0.000 -0.143
660 AdvanceTempo/153 0.160 0.000 0.467
661 AdvanceTempo/103 0.000 -0.160 0.494 0.307
662 AdvanceTempo/253 0.463 0.188 0.000
663 AdvanceTempo/203 0.488 0.275 0.000 -0.188
664 AdvanceTempo/153 0.213 0.000 0.467
665 AdvanceTempo/103 0.000 0.494 0.254
666 AdvanceTempo/253 0.240 0.000
667 AdvanceTempo/203 0.463 0.271 0.000
668 AdvanceTempo/153 0.191 0.000 0.463
669 AdvanceTempo/103 0.000 -0.191 0.271
670 AdvanceTempo/253 0.463 0.238 0.000
671 AdvanceTempo/203 0.441 0.225 0.000
672 AdvanceTempo/153 0.217 0.000 0.465
673 AdvanceTempo/103 0.000 0.480 0.248
674 AdvanceTempo/253 0.463 0.232 0.000
675 AdvanceTempo/203 0.443 0.230 0.000
676 AdvanceTempo/153 0.213 0.000 0.463
677 AdvanceTempo/103 0.000 0.477 0.250
678 AdvanceTempo/253 0.227 0.000
679 AdvanceTempo/203 0.459 0.287 0.000
680 AdvanceTempo/153 0.172 0.000
681 AdvanceTempo/103 0.000 -0.172 0.496
682 AdvanceTempo/333 0.066 0.463 0.000
683 AdvanceTempo/113 0.000 0.396 -0.066
684 AdvanceTempo/253 0.463 0.139 0.000
685 AdvanceTempo/203 0.443 0.324 0.000 -0.139
686 AdvanceTempo/153 0.119 0.000 0.465
687 AdvanceTempo/103 0.000 -0.119 0.480 0.346
688 AdvanceTempo/253 0.463 0.135 0.000
689 AdvanceTempo/203 0.432 0.328 0.000 -0.135
690 AdvanceTempo/153 0.104 0.000 0.463
691 AdvanceTempo/103 0.000 -0.104 0.482 0.359
692 AdvanceTempo/253 0.465 0.123 0.000
693 AdvanceTempo/203 0.439 0.342 0.000 -0.123
694 AdvanceTempo/153 0.098 0.000 0.467
695 AdvanceTempo/103 0.000 -0.098 0.471 0.369
696 AdvanceTempo/253 0.463 0.102 0.000
697 AdvanceTempo/203 0.465 0.361 0.000 -0.102
698 AdvanceTempo/153 0.104 0.000 0.465
699 AdvanceTempo/103 0.000 -0.104 0.482 0.361
700 AdvanceTempo/253 0.463 0.121 0.000
701 AdvanceTempo/203 0.449 0.342 0.000 -0.121
702 AdvanceTempo/153 0.107 0.000 0.465
703 AdvanceTempo/103 0.000 -0.107 0.469 0.357
704 AdvanceTempo/253 0.111 0.000
705 AdvanceTempo/203 0.480 0.402 0.000 -0.111
706 AdvanceTempo/153 0.078 0.000 0.414
707 AdvanceTempo/103 0.000 -0.078 0.492 0.336
708 AdvanceTempo/253 0.471 0.156 0.000
709 AdvanceTempo/203 0.473 0.314 0.000 -0.156
710 AdvanceTempo/153 0.158 0.000 0.461
711 AdvanceTempo/103 0.000 -0.158 0.490 0.303
712 AdvanceTempo/253 0.469 0.188 0.000
713 AdvanceTempo/203 0.432 0.281 0.000 -0.188
714 AdvanceTempo/153 0.150 0.000 0.459
715 AdvanceTempo/103 0.000 -0.150 0.465 0.309
716 AdvanceTempo/253 0.469 0.156 0.000
717 AdvanceTempo/203 0.426 0.312 0.000 -0.156
718 AdvanceTempo/153 0.113 0.000
719 AdvanceTempo/103 0.000 -0.113 0.473
720 DelayTempo/119 0.000 0.197
721 DelayTempo/999 -0.197 0.398 0.000
722 DelayTempo/209 0.000 0.291
723 DelayTempo/259 0.322 0.000
724 DelayTempo/109 0.000 0.334
725 DelayTempo/159 0.000 0.367
726 DelayTempo/209 0.000 0.275
727 DelayTempo/259 0.416 0.000
728 DelayTempo/109 0.000 0.285
729 DelayTempo/159 0.000 0.396
730 DelayTempo/209 0.000 0.256
731 DelayTempo/259 0.422 0.000
732 DelayTempo/109 0.000 0.275
733 DelayTempo/159 0.000 0.424
734 DelayTempo/209 0.000 0.219
735 DelayTempo/259 0.457 0.000
736 DelayTempo/109 0.000 0.244
737 DelayTempo/159 0.000 0.451
738 DelayTempo/209 0.000 0.197
739 DelayTempo/259 -0.197 0.000
740 DelayTempo/109 0.000 0.191
741 DelayTempo/159 -0.191 0.000
742 DelayTempo/209 0.000 0.160
743 DelayTempo/259 -0.160 0.000
744 DelayTempo/109 0.000 0.119
745 DelayTempo/159 -0.119 0.000
746 DelayTempo/209 0.000 0.123
747 DelayTempo/259 -0.123 0.000
748 DelayTempo/109 0.000 0.096
749 DelayTempo/159 -0.096 0.000
750 DelayTempo/209 0.000 0.146
751 DelayTempo/259 -0.146 0.000
752 DelayTempo/109 0.000 0.137
753 DelayTempo/159 -0.137 0.000
754 DelayTempo/209 0.000 0.158
755 DelayTempo/259 0.498 -0.158 0.000
756 DelayTempo/109 0.000 0.158
757 DelayTempo/159 -0.158 0.000

758 rows × 22 columns

ERP image (EEG)
No epochs exceeded the rejection thresholds. Nothing was dropped.
PSD
PSD calculated from 44 epochs (30.5 s).
{'eeg': 0.00015}
General
Filename(s) sub-001_task-AudioCueWalkingStudy_epo.fif
MNE object type EpochsFIF
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Total number of events 321
Events counts AdvanceTempo/103: 18
AdvanceTempo/113: 6
AdvanceTempo/153: 13
AdvanceTempo/203: 19
AdvanceTempo/253: 19
AdvanceTempo/333: 7
DelayTempo/109: 54
DelayTempo/119: 7
DelayTempo/159: 51
DelayTempo/209: 60
DelayTempo/259: 61
DelayTempo/999: 6
Time range -0.195 – 0.498 s
Baseline -0.195 – 0.000 s
Sampling frequency 102.40 Hz
Time points 72
Metadata 321 rows × 21 columns
Channels
EEG
EMG
misc
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (on)
Epoch # event_name AdvanceTempo/103 AdvanceTempo/113 AdvanceTempo/153 AdvanceTempo/203 AdvanceTempo/253 AdvanceTempo/333 DelayTempo/109 DelayTempo/119 DelayTempo/159 DelayTempo/209 DelayTempo/259 DelayTempo/999 PreferredCadence/101 PreferredCadence/114 PreferredCadence/151 PreferredCadence/201 PreferredCadence/251 PreferredCadence/444 UncuedWalking/100 UncuedWalking/200
0 AdvanceTempo/333 0.082 0.000 None None None None None None
23 AdvanceTempo/203 0.498 0.262 0.000 None None None None None None
43 DelayTempo/159 0.000 0.492 None None None None None None
44 DelayTempo/209 0.000 0.201 None None None None None None
52 DelayTempo/209 0.000 0.154 None None None None None None
53 DelayTempo/259 -0.154 0.000 None None None None None None
56 DelayTempo/209 0.000 0.148 None None None None None None
57 DelayTempo/259 -0.148 0.000 None None None None None None
60 DelayTempo/209 0.000 0.150 None None None None None None
61 DelayTempo/259 -0.150 0.000 None None None None None None
64 DelayTempo/209 0.000 0.178 None None None None None None
65 DelayTempo/259 -0.178 0.000 None None None None None None
66 DelayTempo/109 0.000 0.197 None None None None None None
67 DelayTempo/159 -0.197 0.000 0.482 None None None None None None
72 DelayTempo/209 0.000 0.236 None None None None None None
73 DelayTempo/259 0.477 0.000 None None None None None None
76 DelayTempo/119 0.000 0.109 None None None None None None
81 DelayTempo/159 -0.168 0.000 None None None None None None
82 DelayTempo/209 0.000 0.174 None None None None None None
83 DelayTempo/259 -0.174 0.000 None None None None None None
90 DelayTempo/259 0.010 0.000 None None None None None None
91 DelayTempo/209 0.000 -0.010 None None None None None None
92 DelayTempo/109 0.000 0.051 None None None None None None
93 DelayTempo/159 -0.051 0.000 None None None None None None
94 DelayTempo/209 0.000 0.004 None None None None None None
95 DelayTempo/259 -0.004 0.000 None None None None None None
100 DelayTempo/109 0.000 0.068 None None None None None None
101 DelayTempo/159 -0.068 0.000 None None None None None None
104 DelayTempo/109 0.000 0.100 None None None None None None
105 DelayTempo/159 -0.100 0.000 None None None None None None
107 DelayTempo/259 -0.027 0.000 None None None None None None
112 DelayTempo/109 0.000 0.029 None None None None None None
113 DelayTempo/159 -0.029 0.000 None None None None None None
114 DelayTempo/119 0.000 0.123 None None None None None None
115 DelayTempo/999 -0.123 0.000 None None None None None None
117 DelayTempo/259 -0.145 0.000 None None None None None None
118 DelayTempo/109 0.000 0.117 None None None None None None
119 DelayTempo/159 -0.117 0.000 None None None None None None
120 DelayTempo/209 0.000 0.100 None None None None None None
121 DelayTempo/259 -0.100 0.000 None None None None None None
122 DelayTempo/109 0.000 0.137 None None None None None None
123 DelayTempo/159 -0.137 0.000 None None None None None None
124 DelayTempo/209 0.000 0.068 None None None None None None
125 DelayTempo/259 -0.068 0.000 None None None None None None
130 DelayTempo/109 0.000 0.066 None None None None None None
131 DelayTempo/159 -0.066 0.000 None None None None None None
134 DelayTempo/109 0.000 0.062 None None None None None None
135 DelayTempo/159 -0.062 0.000 None None None None None None
136 DelayTempo/209 0.000 0.025 None None None None None None
137 DelayTempo/259 -0.025 0.000 None None None None None None
140 DelayTempo/209 0.000 0.006 None None None None None None
141 DelayTempo/259 -0.006 0.000 None None None None None None
144 DelayTempo/209 0.000 0.049 None None None None None None
145 DelayTempo/259 -0.049 0.000 None None None None None None
148 DelayTempo/209 0.000 0.107 None None None None None None
149 DelayTempo/259 -0.107 0.000 None None None None None None
150 DelayTempo/109 0.000 0.092 None None None None None None
151 DelayTempo/159 -0.092 0.000 None None None None None None
152 AdvanceTempo/333 0.160 0.000 None None None None None None
153 AdvanceTempo/113 0.000 0.352 -0.160 None None None None None None
161 AdvanceTempo/103 0.000 0.297 None None None None None None
169 AdvanceTempo/103 0.000 0.307 None None None None None None
187 AdvanceTempo/203 0.037 0.000 None None None None None None
188 AdvanceTempo/153 0.000 -0.037 None None None None None None 0.490
189 AdvanceTempo/333 0.039 0.000 None None None None None None
190 AdvanceTempo/113 0.000 0.475 -0.039 None None None None None None
204 AdvanceTempo/203 0.441 0.000 -0.064 None None None None None None
205 AdvanceTempo/153 0.086 0.000 None None None None None None
206 AdvanceTempo/103 0.000 -0.086 0.424 None None None None None None
218 AdvanceTempo/103 0.000 -0.107 0.449 None None None None None None
219 AdvanceTempo/253 0.080 0.000 None None None None None None
220 AdvanceTempo/203 0.428 0.000 -0.080 None None None None None None
221 AdvanceTempo/153 0.082 0.000 None None None None None None
222 AdvanceTempo/103 0.000 -0.082 0.430 None None None None None None
223 AdvanceTempo/253 0.105 0.000 None None None None None None
233 DelayTempo/209 0.000 0.232 None None None None None None
234 DelayTempo/259 0.494 0.000 None None None None None None
235 DelayTempo/109 0.000 0.199 None None None None None None
247 DelayTempo/109 0.000 0.090 None None None None None None
248 DelayTempo/159 -0.090 0.000 None None None None None None
249 DelayTempo/209 0.000 0.041 None None None None None None
250 DelayTempo/259 -0.041 0.000 None None None None None None
251 DelayTempo/109 0.000 0.037 None None None None None None
252 DelayTempo/159 -0.037 0.000 None None None None None None
253 DelayTempo/209 0.000 0.021 None None None None None None
254 DelayTempo/259 -0.021 0.000 None None None None None None
257 DelayTempo/209 0.000 0.004 None None None None None None
258 DelayTempo/259 -0.004 0.000 None None None None None None
259 DelayTempo/109 0.000 0.020 None None None None None None
260 DelayTempo/159 -0.020 0.000 None None None None None None
261 DelayTempo/259 0.008 0.000 None None None None None None
262 DelayTempo/209 0.000 -0.008 None None None None None None
287 AdvanceTempo/253 0.129 0.000 None None None None None None
299 AdvanceTempo/253 0.049 0.000 None None None None None None
300 AdvanceTempo/203 0.469 0.000 -0.049 None None None None None None
307 DelayTempo/109 0.000 0.158 None None None None None None
308 DelayTempo/159 -0.158 0.000 None None None None None None
310 DelayTempo/259 -0.109 0.000 None None None None None None
311 DelayTempo/109 0.000 0.047 None None None None None None
312 DelayTempo/159 -0.047 0.000 None None None None None None
317 DelayTempo/259 0.008 0.000 None None None None None None
318 DelayTempo/209 0.000 -0.008 None None None None None None
319 DelayTempo/109 0.000 0.043 None None None None None None
320 DelayTempo/159 -0.043 0.000 None None None None None None
321 DelayTempo/259 0.008 0.000 None None None None None None
322 DelayTempo/209 0.000 -0.008 None None None None None None
323 DelayTempo/109 0.000 0.051 None None None None None None
324 DelayTempo/159 -0.051 0.000 None None None None None None
325 DelayTempo/259 0.006 0.000 None None None None None None
326 DelayTempo/209 0.000 -0.006 None None None None None None
327 DelayTempo/159 0.008 0.000 None None None None None None
328 DelayTempo/109 0.000 -0.008 None None None None None None
331 DelayTempo/109 0.000 0.020 None None None None None None
332 DelayTempo/159 -0.020 0.000 None None None None None None
333 DelayTempo/209 0.000 0.021 None None None None None None
334 DelayTempo/259 -0.021 0.000 None None None None None None
335 DelayTempo/159 0.004 0.000 None None None None None None
336 DelayTempo/109 0.000 -0.004 None None None None None None
339 DelayTempo/159 0.004 0.000 None None None None None None
340 DelayTempo/109 0.000 -0.004 None None None None None None
341 DelayTempo/119 0.000 0.041 None None None None None None
342 DelayTempo/999 -0.041 0.000 None None None None None None
343 DelayTempo/209 0.000 0.094 None None None None None None
344 DelayTempo/259 -0.094 0.000 None None None None None None
349 DelayTempo/159 0.010 0.000 None None None None None None
350 DelayTempo/109 0.000 -0.010 None None None None None None
351 DelayTempo/209 0.000 0.008 None None None None None None
352 DelayTempo/259 -0.008 0.000 None None None None None None
355 DelayTempo/209 0.000 0.008 None None None None None None
356 DelayTempo/259 -0.008 0.000 None None None None None None
357 DelayTempo/109 0.000 0.035 None None None None None None
358 DelayTempo/159 -0.035 0.000 None None None None None None
359 DelayTempo/209 0.000 0.043 None None None None None None
360 DelayTempo/259 -0.043 0.000 None None None None None None
363 DelayTempo/259 0.041 0.000 None None None None None None
364 DelayTempo/209 0.000 -0.041 None None None None None None
367 DelayTempo/259 0.023 0.000 None None None None None None
368 DelayTempo/209 0.000 -0.023 None None None None None None
371 DelayTempo/259 0.027 0.000 None None None None None None
373 DelayTempo/109 0.000 0.008 None None None None None None
374 DelayTempo/159 -0.008 0.000 None None None None None None
375 DelayTempo/259 0.020 0.000 None None None None None None
376 DelayTempo/209 0.000 -0.020 None None None None None None
377 DelayTempo/109 0.000 0.078 None None None None None None
378 DelayTempo/159 -0.078 0.000 None None None None None None
379 AdvanceTempo/333 0.047 0.000 None None None None None None
380 AdvanceTempo/113 0.000 0.457 -0.047 None None None None None None
381 AdvanceTempo/253 0.152 0.000 None None None None None None
382 AdvanceTempo/203 0.479 0.363 0.000 -0.152 None None None None None None
384 AdvanceTempo/103 0.000 -0.115 0.350 None None None None None None
393 AdvanceTempo/253 0.094 0.000 None None None None None None
403 AdvanceTempo/153 0.090 0.000 None None None None None None
408 AdvanceTempo/103 0.000 -0.107 0.361 None None None None None None
412 AdvanceTempo/103 0.000 -0.160 0.352 None None None None None None
417 DelayTempo/119 0.000 0.135 None None None None None None
418 DelayTempo/999 -0.135 0.000 None None None None None None
419 DelayTempo/209 0.000 0.166 None None None None None None
420 DelayTempo/259 -0.166 0.000 None None None None None None
421 DelayTempo/109 0.000 0.178 None None None None None None
422 DelayTempo/159 -0.178 0.000 None None None None None None
423 DelayTempo/209 0.000 0.115 None None None None None None
424 DelayTempo/259 -0.115 0.000 None None None None None None
425 DelayTempo/109 0.000 0.043 None None None None None None
426 DelayTempo/159 -0.043 0.000 None None None None None None
427 DelayTempo/209 0.000 0.029 None None None None None None
428 DelayTempo/259 -0.029 0.000 None None None None None None
433 DelayTempo/109 0.000 0.078 None None None None None None
434 DelayTempo/159 -0.078 0.000 None None None None None None
435 DelayTempo/209 0.000 0.090 None None None None None None
436 DelayTempo/259 -0.090 0.000 None None None None None None
437 DelayTempo/109 0.000 0.084 None None None None None None
441 DelayTempo/109 0.000 0.055 None None None None None None
442 DelayTempo/159 -0.055 0.000 None None None None None None
443 DelayTempo/209 0.000 0.076 None None None None None None
444 DelayTempo/259 -0.076 0.000 None None None None None None
445 DelayTempo/109 0.000 0.090 None None None None None None
446 DelayTempo/159 -0.090 0.000 None None None None None None
447 DelayTempo/209 0.000 0.125 None None None None None None
448 DelayTempo/259 -0.125 0.000 None None None None None None
453 DelayTempo/109 0.000 0.016 None None None None None None
454 DelayTempo/159 -0.016 0.000 None None None None None None
455 AdvanceTempo/333 0.109 0.000 None None None None None None
456 AdvanceTempo/113 0.000 0.406 -0.109 None None None None None None
457 AdvanceTempo/253 0.156 0.000 None None None None None None
458 AdvanceTempo/203 0.492 0.352 0.000 -0.156 None None None None None None
459 AdvanceTempo/153 0.141 0.000 None None None None None None
465 AdvanceTempo/253 0.109 0.000 None None None None None None
469 AdvanceTempo/253 0.463 0.109 0.000 None None None None None None
470 AdvanceTempo/203 0.354 0.000 -0.109 None None None None None None
471 AdvanceTempo/153 0.158 0.000 None None None None None None
472 AdvanceTempo/103 0.000 -0.158 0.355 None None None None None None
473 AdvanceTempo/253 0.164 0.000 None None None None None None
474 AdvanceTempo/203 0.480 0.346 0.000 -0.164 None None None None None None
475 AdvanceTempo/153 0.135 0.000 None None None None None None
476 AdvanceTempo/103 0.000 -0.135 0.371 None None None None None None
482 AdvanceTempo/203 0.396 0.000 -0.115 None None None None None None
483 AdvanceTempo/153 0.113 0.000 0.465 None None None None None None
484 AdvanceTempo/103 0.000 -0.113 0.352 None None None None None None
485 AdvanceTempo/253 0.158 0.000 None None None None None None
486 AdvanceTempo/203 0.451 0.350 0.000 -0.158 None None None None None None
487 AdvanceTempo/153 0.102 0.000 None None None None None None
493 DelayTempo/119 0.000 0.184 None None None None None None
494 DelayTempo/999 -0.184 0.469 0.000 None None None None None None
495 DelayTempo/209 0.000 0.230 None None None None None None
496 DelayTempo/259 0.000 None None None None None None
499 DelayTempo/209 0.000 0.127 None None None None None None
500 DelayTempo/259 -0.127 0.000 None None None None None None
501 DelayTempo/109 0.000 0.111 None None None None None None
502 DelayTempo/159 -0.111 0.000 None None None None None None
503 DelayTempo/209 0.000 0.074 None None None None None None
504 DelayTempo/259 -0.074 0.000 None None None None None None
505 DelayTempo/109 0.000 0.105 None None None None None None
506 DelayTempo/159 -0.105 0.000 None None None None None None
507 DelayTempo/209 0.000 0.096 None None None None None None
511 DelayTempo/209 0.000 0.086 None None None None None None
512 DelayTempo/259 -0.086 0.000 None None None None None None
513 DelayTempo/109 0.000 0.092 None None None None None None
514 DelayTempo/159 -0.092 0.000 None None None None None None
515 DelayTempo/209 0.000 0.021 None None None None None None
516 DelayTempo/259 -0.021 0.000 None None None None None None
517 DelayTempo/109 0.000 0.096 None None None None None None
518 DelayTempo/159 -0.096 0.000 None None None None None None
521 DelayTempo/109 0.000 0.068 None None None None None None
522 DelayTempo/159 -0.068 0.000 None None None None None None
523 DelayTempo/209 0.000 0.084 None None None None None None
524 DelayTempo/259 -0.084 0.000 None None None None None None
525 DelayTempo/109 0.000 0.082 None None None None None None
526 DelayTempo/159 -0.082 0.000 None None None None None None
527 DelayTempo/209 0.000 0.031 None None None None None None
528 DelayTempo/259 -0.031 0.000 None None None None None None
529 DelayTempo/109 0.000 0.018 None None None None None None
530 DelayTempo/159 -0.018 0.000 None None None None None None
531 DelayTempo/119 0.000 0.105 None None None None None None
532 DelayTempo/999 -0.105 0.000 None None None None None None
533 DelayTempo/209 0.000 0.195 None None None None None None
534 DelayTempo/259 0.496 -0.195 0.000 None None None None None None
535 DelayTempo/109 0.000 0.156 None None None None None None
539 DelayTempo/109 0.000 0.137 None None None None None None
540 DelayTempo/159 -0.137 0.000 None None None None None None
541 DelayTempo/209 0.000 0.049 None None None None None None
542 DelayTempo/259 -0.049 0.000 None None None None None None
543 DelayTempo/109 0.000 0.076 None None None None None None
544 DelayTempo/159 -0.076 0.000 None None None None None None
545 DelayTempo/209 0.000 0.064 None None None None None None
546 DelayTempo/259 -0.064 0.000 None None None None None None
549 DelayTempo/209 0.000 0.043 None None None None None None
550 DelayTempo/259 -0.043 0.000 None None None None None None
551 DelayTempo/109 0.000 0.072 None None None None None None
552 DelayTempo/159 -0.072 0.000 None None None None None None
553 DelayTempo/209 0.000 0.082 None None None None None None
554 DelayTempo/259 -0.082 0.000 None None None None None None
555 DelayTempo/109 0.000 0.131 None None None None None None
556 DelayTempo/159 -0.131 0.000 None None None None None None
559 DelayTempo/109 0.000 0.129 None None None None None None
560 DelayTempo/159 -0.129 0.000 None None None None None None
561 DelayTempo/209 0.000 0.154 None None None None None None
562 DelayTempo/259 -0.154 0.000 None None None None None None
563 DelayTempo/109 0.000 0.156 None None None None None None
564 DelayTempo/159 -0.156 0.000 None None None None None None
565 DelayTempo/209 0.000 0.189 None None None None None None
566 DelayTempo/259 -0.189 0.000 None None None None None None
567 DelayTempo/109 0.000 0.178 None None None None None None
569 AdvanceTempo/333 0.145 0.000 None None None None None None
570 AdvanceTempo/113 0.000 0.365 -0.145 None None None None None None
578 AdvanceTempo/103 0.000 -0.191 0.314 None None None None None None
582 AdvanceTempo/103 0.000 -0.156 0.480 0.312 None None None None None None
601 AdvanceTempo/153 0.080 0.000 None None None None None None
602 AdvanceTempo/103 0.000 -0.080 0.428 None None None None None None
603 AdvanceTempo/253 0.467 0.076 0.000 None None None None None None
604 AdvanceTempo/203 0.494 0.391 0.000 -0.076 None None None None None None
605 AdvanceTempo/153 0.104 0.000 None None None None None None
606 AdvanceTempo/103 0.000 -0.104 None None None None None None 0.479
612 AdvanceTempo/103 0.000 -0.127 0.496 0.340 None None None None None None
622 AdvanceTempo/203 0.461 0.322 0.000 -0.189 None None None None None None
623 AdvanceTempo/153 0.139 0.000 0.416 None None None None None None
624 AdvanceTempo/103 0.000 -0.139 0.500 0.277 None None None None None None
625 AdvanceTempo/253 0.223 0.000 None None None None None None
634 AdvanceTempo/203 0.490 0.172 0.000 None None None None None None
635 AdvanceTempo/153 0.318 0.000 -0.172 0.467 None None None None None None
637 AdvanceTempo/253 -0.148 0.463 0.383 0.000 None None None None None None
644 AdvanceTempo/333 0.055 0.467 0.000 None None None None None None
645 AdvanceTempo/113 0.000 0.412 -0.055 None None None None None None
650 AdvanceTempo/253 0.199 0.000 None None None None None None
651 AdvanceTempo/203 0.471 0.309 0.000 -0.199 None None None None None None
658 AdvanceTempo/253 0.461 0.143 0.000 None None None None None None
659 AdvanceTempo/203 0.479 0.318 0.000 -0.143 None None None None None None
663 AdvanceTempo/203 0.488 0.275 0.000 -0.188 None None None None None None
692 AdvanceTempo/253 0.465 0.123 0.000 None None None None None None
708 AdvanceTempo/253 0.471 0.156 0.000 None None None None None None
709 AdvanceTempo/203 0.473 0.314 0.000 -0.156 None None None None None None
711 AdvanceTempo/103 0.000 -0.158 0.490 0.303 None None None None None None
712 AdvanceTempo/253 0.469 0.188 0.000 None None None None None None
713 AdvanceTempo/203 0.432 0.281 0.000 -0.188 None None None None None None
720 DelayTempo/119 0.000 0.197 None None None None None None
721 DelayTempo/999 -0.197 0.398 0.000 None None None None None None
722 DelayTempo/209 0.000 0.291 None None None None None None
723 DelayTempo/259 0.322 0.000 None None None None None None
724 DelayTempo/109 0.000 0.334 None None None None None None
725 DelayTempo/159 0.000 0.367 None None None None None None
726 DelayTempo/209 0.000 0.275 None None None None None None
727 DelayTempo/259 0.416 0.000 None None None None None None
728 DelayTempo/109 0.000 0.285 None None None None None None
730 DelayTempo/209 0.000 0.256 None None None None None None
731 DelayTempo/259 0.422 0.000 None None None None None None
732 DelayTempo/109 0.000 0.275 None None None None None None
733 DelayTempo/159 0.000 0.424 None None None None None None
734 DelayTempo/209 0.000 0.219 None None None None None None
738 DelayTempo/209 0.000 0.197 None None None None None None
739 DelayTempo/259 -0.197 0.000 None None None None None None
740 DelayTempo/109 0.000 0.191 None None None None None None
741 DelayTempo/159 -0.191 0.000 None None None None None None
742 DelayTempo/209 0.000 0.160 None None None None None None
743 DelayTempo/259 -0.160 0.000 None None None None None None
744 DelayTempo/109 0.000 0.119 None None None None None None
745 DelayTempo/159 -0.119 0.000 None None None None None None
750 DelayTempo/209 0.000 0.146 None None None None None None
751 DelayTempo/259 -0.146 0.000 None None None None None None
752 DelayTempo/109 0.000 0.137 None None None None None None
753 DelayTempo/159 -0.137 0.000 None None None None None None
754 DelayTempo/209 0.000 0.158 None None None None None None
755 DelayTempo/259 0.498 -0.158 0.000 None None None None None None

321 rows × 22 columns

ERP image (EEG)
Drop log
PSD
PSD calculated from 44 epochs (30.5 s).
General
MNE object type EvokedArray
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Aggregation average of 82 epochs
Condition 0.22 × AdvanceTempo/103 + 0.07 × AdvanceTempo/113 + 0.16 × AdvanceTempo/153 + 0.23 × AdvanceTempo/203 + 0.23 × AdvanceTempo/253 + 0.09 × AdvanceTempo/333
Time range -0.195 – 0.498 s
Baseline -0.195 – 0.000 s
Sampling frequency 102.40 Hz
Time points 72
Channels
EEG
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (on)
Global field power
General
MNE object type EvokedArray
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Aggregation average of 239 epochs
Condition 0.23 × DelayTempo/109 + 0.03 × DelayTempo/119 + 0.21 × DelayTempo/159 + 0.25 × DelayTempo/209 + 0.26 × DelayTempo/259 + 0.03 × DelayTempo/999
Time range -0.195 – 0.498 s
Baseline -0.195 – 0.000 s
Sampling frequency 102.40 Hz
Time points 72
Channels
EEG
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (on)
Global field power
General
MNE object type EvokedArray
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Aggregation average of 61 epochs
Condition (0.22 × AdvanceTempo/103 + 0.07 × AdvanceTempo/113 + 0.16 × AdvanceTempo/153 + 0.23 × AdvanceTempo/203 + 0.23 × AdvanceTempo/253 + 0.09 × AdvanceTempo/333) - (0.23 × DelayTempo/109 + 0.03 × DelayTempo/119 + 0.21 × DelayTempo/159 + 0.25 × DelayTempo/209 + 0.26 × DelayTempo/259 + 0.03 × DelayTempo/999)
Time range -0.195 – 0.498 s
Baseline -0.195 – 0.000 s
Sampling frequency 102.40 Hz
Time points 72
Channels
EEG
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (on)
Global field power
Full-epochs decoding
Each black dot represents the single cross-validation score. The red cross is the mean of all 5 cross-validation scores. The dashed line is expected chance performance.
Decoding over time
Time-by-time decoding: 82 × AdvanceTempo vs. 239 × DelayTempo
Time generalization: AdvanceTempo vs. DelayTempo
Time generalization (generalization across time, GAT): each classifier is trained on each time point, and tested on all other time points.
CSP 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.
CSP TF decoding: AdvanceTempo vs. DelayTempo
{'eeg': 107}
Covariance matrix
Singular values
Whitening: AdvanceTempo
Whitening: DelayTempo
Whitening: AdvanceMinusDelay
AudioCueWalkingStudy
trial_type subject run AdvanceTempo DelayTempo PreferredCadence UncuedWalking
001 01 378 380 660 575

1 rows × 6 columns

General
Filename(s) sub-001_task-AudioCueWalkingStudy_ave.fif
MNE object type Evoked
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Aggregation average of 1 epochs
Condition Grand average: 0.22 × AdvanceTempo/103 + 0.07 × AdvanceTempo/113 + 0.16 × AdvanceTempo/153 + 0.23 × AdvanceTempo/203 + 0.23 × AdvanceTempo/253 + 0.09 × AdvanceTempo/333
Time range -0.195 – 0.498 s
Baseline -0.195 – 0.000 s
Sampling frequency 102.40 Hz
Time points 72
Channels
EEG
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (on)
Global field power
General
Filename(s) sub-001_task-AudioCueWalkingStudy_ave.fif
MNE object type Evoked
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Aggregation average of 1 epochs
Condition Grand average: 0.23 × DelayTempo/109 + 0.03 × DelayTempo/119 + 0.21 × DelayTempo/159 + 0.25 × DelayTempo/209 + 0.26 × DelayTempo/259 + 0.03 × DelayTempo/999
Time range -0.195 – 0.498 s
Baseline -0.195 – 0.000 s
Sampling frequency 102.40 Hz
Time points 72
Channels
EEG
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (on)
Global field power
General
Filename(s) sub-001_task-AudioCueWalkingStudy_ave.fif
MNE object type Evoked
Measurement date Unknown
Participant sub-001
Experimenter Unknown
Acquisition
Aggregation average of 1 epochs
Condition Grand average: (0.22 × AdvanceTempo/103 + 0.07 × AdvanceTempo/113 + 0.16 × AdvanceTempo/153 + 0.23 × AdvanceTempo/203 + 0.23 × AdvanceTempo/253 + 0.09 × AdvanceTempo/333) - (0.23 × DelayTempo/109 + 0.03 × DelayTempo/119 + 0.21 × DelayTempo/159 + 0.25 × DelayTempo/209 + 0.26 × DelayTempo/259 + 0.03 × DelayTempo/999)
Time range -0.195 – 0.498 s
Baseline -0.195 – 0.000 s
Sampling frequency 102.40 Hz
Time points 72
Channels
EEG
Head & sensor digitization Not available
Filters
Highpass 0.00 Hz
Lowpass 40.00 Hz
Projections Average EEG reference (on)
Global field power 
  """Mobile brain body imaging (MoBI) gait adaptation experiment.

See ds001971 on OpenNeuro: https://github.com/OpenNeuroDatasets/ds001971
"""

from mne_bids_pipeline.typing import ArbitraryContrast

bids_root = "~/mne_data/ds001971"
deriv_root = "~/mne_data/derivatives/mne-bids-pipeline/ds001971"

task = "AudioCueWalkingStudy"
interactive = False
ch_types = ["eeg"]
reject = {"eeg": 150e-6}
conditions = ["AdvanceTempo", "DelayTempo"]
contrasts = [
    ArbitraryContrast(
        name="AdvanceMinusDelay",
        conditions=["AdvanceTempo", "DelayTempo"],
        weights=[1.0, -1.0],
    ),
]

subjects = ["001"]
runs = ["01"]
epochs_decim = 5  # to 100 Hz

# This is mostly for testing purposes!
decode = True
decoding_time_generalization = True
decoding_time_generalization_decim = 2
decoding_csp = True
decoding_csp_freqs = {
    "beta": [13, 20, 30],
}
decoding_csp_times = [-0.2, 0.0, 0.2, 0.4]

# Just to test that MD5 works
memory_file_method = "hash"


  Platform             Linux-6.8.0-1040-aws-x86_64-with-glibc2.35
Python               3.13.11 (main, Dec  6 2025, 01:10:48) [GCC 11.4.0]
Executable           /home/circleci/.pyenv/versions/3.13.11/bin/python3.13
CPU                  Intel(R) Xeon(R) Platinum 8124M CPU @ 3.00GHz (36 cores)
Memory               4.0 GiB

Core
├☑ mne               1.12.0.dev117+g39ee092e1 (unable to check for latest version on GitHub, unknown error: HTTP Error 403: rate limit exceeded)
├☑ numpy             2.4.3 (OpenBLAS 0.3.31.dev with 2 threads)
├☑ scipy             1.17.1
└☑ matplotlib        3.10.8 (backend=agg)

Numerical (optional)
├☑ sklearn           1.8.0
├☑ numba             0.64.0
├☑ nibabel           5.4.2
├☑ pandas            3.0.1
├☑ h5io              0.2.5
├☑ h5py              3.16.0
└☐ unavailable       nilearn, dipy, openmeeg, cupy

Visualization (optional)
├☑ pyvista           0.47.1 (OpenGL 4.5 (Core Profile) Mesa 23.2.1-1ubuntu3.1~22.04.3 via llvmpipe (LLVM 15.0.7, 256 bits))
├☑ pyvistaqt         0.11.3
├☑ vtk               9.6.0
├☑ qtpy              2.4.3 (PySide6=6.10.2)
└☐ unavailable       ipympl, pyqtgraph, mne-qt-browser, ipywidgets, trame_client, trame_server, trame_vtk, trame_vuetify

Ecosystem (optional)
├☑ mne-bids          0.19.0.dev28+g6dcc45d4c
├☑ mne-icalabel      0.8.1
├☑ mne-bids-pipeline 1.10.0.dev171+g19a09516e
├☑ eeglabio          0.1.3
├☑ edfio             0.4.13
├☑ curryreader       0.1.2
├☑ pybv              0.7.6
├☑ defusedxml        0.7.1
└☐ unavailable       mne-nirs, mne-features, mne-connectivity, neo, mffpy, pymef, antio