sub-01, ses-cathodalpost, task-attentionalblink

Raw (original) data-quality raw run-None

Info raw run-None data-quality

	General
	Filename(s)	sub-01_ses-cathodalpost_task-attentionalblink_eeg.eeg
	MNE object type	RawBrainVision
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Duration	00:20:24 (HH:MM:SS)
	Sampling frequency	512.00 Hz
	Time points	626,688
	Channels
	EEG	and
	EOG
	misc
	Stimulus
	Head & sensor digitization	67 points
	Filters
	Highpass	0.00 Hz
	Lowpass	256.00 Hz

Time series raw run-None data-quality

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PSD raw run-None data-quality

Raw (filtered) filtered raw run-None

Info raw run-None filtered

	General
	Filename(s)	sub-01_ses-cathodalpost_task-attentionalblink_eeg.eeg
	MNE object type	RawBrainVision
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Duration	00:20:24 (HH:MM:SS)
	Sampling frequency	512.00 Hz
	Time points	626,688
	Channels
	EEG	and
	EOG
	misc
	Stimulus
	Head & sensor digitization	67 points
	Filters
	Highpass	0.30 Hz
	Lowpass	40.00 Hz

Time series raw run-None filtered

Move the slider or click on the image and use the ← and → keys to browse.

PSD raw run-None filtered

Events events

Epochs: before cleaning epochs

Info epochs

	General
	MNE object type	Epochs
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Total number of events	290
	Events counts	61450: 190 61511: 100
	Time range	-0.199 – 0.500 s
	Baseline	off
	Sampling frequency	512.00 Hz
	Time points	359
	Channels
	EEG	and
	EOG
	misc
	Stimulus
	Head & sensor digitization	67 points
	Filters
	Highpass	0.30 Hz
	Lowpass	40.00 Hz
	Projections	Average EEG reference (off)

Metadata epochs

Epoch #	event_name	61450	61511
0	61450	0.000
1	61511	0.250	0.000
2	61450	0.000
3	61450	0.000
4	61511	0.250	0.000
5	61450	0.000
6	61511	0.250	0.000
7	61450	0.000
8	61450	0.000
9	61511	0.250	0.000
10	61450	0.000
11	61511	0.250	0.000
12	61450	0.000
13	61450	0.000
14	61511	0.252	0.000
15	61450	0.000
16	61511	0.250	0.000
17	61450	0.000
18	61511	0.250	0.000
19	61450	0.000
20	61450	0.000
21	61450	0.000
22	61511	0.250	0.000
23	61450	0.000
24	61450	0.000
25	61511	0.250	0.000
26	61450	0.000
27	61511	0.250	0.000
28	61450	0.000
29	61511	0.250	0.000
30	61450	0.000
31	61450	0.000
32	61511	0.250	0.000
33	61450	0.000
34	61450	0.000
35	61511	0.250	0.000
36	61450	0.000
37	61450	0.000
38	61450	0.000
39	61511	0.250	0.000
40	61450	0.000
41	61511	0.250	0.000
42	61450	0.000
43	61511	0.250	0.000
44	61450	0.000
45	61511	0.250	0.000
46	61450	0.000
47	61450	0.000
48	61450	0.000
49	61450	0.000
50	61450	0.000
51	61450	0.000
52	61511	0.250	0.000
53	61450	0.000
54	61450	0.000
55	61450	0.000
56	61450	0.000
57	61450	0.000
58	61511		0.000
59	61450	0.000
60	61511	0.250	0.000
61	61450	0.000
62	61450	0.000
63	61511	0.250	0.000
64	61450	0.000
65	61450	0.000
66	61511	0.250	0.000
67	61450	0.000
68	61511	0.250	0.000
69	61450	0.000
70	61511	0.250	0.000
71	61450	0.000
72	61450	0.000
73	61450	0.000
74	61511	0.250	0.000
75	61450	0.000
76	61450	0.000
77	61511	0.250	0.000
78	61450	0.000
79	61511	0.250	0.000
80	61450	0.000
81	61450	0.000
82	61511	0.250	0.000
83	61450	0.000
84	61511	0.250	0.000
85	61450	0.000
86	61450	0.000
87	61511	0.250	0.000
88	61450	0.000
89	61450	0.000
90	61511	0.250	0.000
91	61450	0.000
92	61450	0.000
93	61450	0.000
94	61450	0.000
95	61450	0.000
96	61511	0.250	0.000
97	61450	0.000
98	61511	0.250	0.000
99	61450	0.000
100	61511	0.250	0.000
101	61450	0.000
102	61450	0.000
103	61450	0.000
104	61450	0.000
105	61450	0.000
106	61450	0.000
107	61450	0.000
108	61511	0.250	0.000
109	61450	0.000
110	61450	0.000
111	61450	0.000
112	61450	0.000
113	61511	0.250	0.000
114	61450	0.000
115	61511		0.000
116	61450	0.000
117	61450	0.000
118	61450	0.000
119	61450	0.000
120	61450	0.000
121	61511	0.250	0.000
122	61450	0.000
123	61511	0.250	0.000
124	61450	0.000
125	61450	0.000
126	61511	0.250	0.000
127	61450	0.000
128	61450	0.000
129	61450	0.000
130	61511	0.250	0.000
131	61450	0.000
132	61450	0.000
133	61511	0.250	0.000
134	61450	0.000
135	61511	0.250	0.000
136	61450	0.000
137	61511	0.250	0.000
138	61450	0.000
139	61450	0.000
140	61450	0.000
141	61450	0.000
142	61511	0.250	0.000
143	61450	0.000
144	61511	0.250	0.000
145	61450	0.000
146	61511	0.250	0.000
147	61450	0.000
148	61511	0.250	0.000
149	61450	0.000
150	61511	0.250	0.000
151	61450	0.000
152	61450	0.000
153	61511	0.250	0.000
154	61450	0.000
155	61450	0.000
156	61511	0.250	0.000
157	61450	0.000
158	61511	0.250	0.000
159	61450	0.000
160	61511	0.250	0.000
161	61450	0.000
162	61450	0.000
163	61511	0.250	0.000
164	61450	0.000
165	61511	0.250	0.000
166	61450	0.000
167	61511	0.250	0.000
168	61450	0.000
169	61511	0.250	0.000
170	61450	0.000
171	61511	0.250	0.000
172	61450	0.000
173	61511	0.250	0.000
174	61450	0.000
175	61450	0.000
176	61511	0.250	0.000
177	61450	0.000
178	61450	0.000
179	61511	0.250	0.000
180	61450	0.000
181	61511	0.250	0.000
182	61450	0.000
183	61450	0.000
184	61511	0.250	0.000
185	61450	0.000
186	61511	0.250	0.000
187	61450	0.000
188	61511	0.250	0.000
189	61450	0.000
190	61511	0.250	0.000
191	61450	0.000
192	61450	0.000
193	61450	0.000
194	61450	0.000
195	61511	0.250	0.000
196	61450	0.000
197	61511	0.250	0.000
198	61450	0.000
199	61450	0.000
200	61450	0.000
201	61450	0.000
202	61450	0.000
203	61450	0.000
204	61450	0.000
205	61511	0.250	0.000
206	61450	0.000
207	61511	0.250	0.000
208	61450	0.000
209	61450	0.000
210	61450	0.000
211	61450	0.000
212	61511	0.250	0.000
213	61450	0.000
214	61511	0.250	0.000
215	61450	0.000
216	61450	0.000
217	61450	0.000
218	61511	0.250	0.000
219	61450	0.000
220	61450	0.000
221	61450	0.000
222	61511	0.250	0.000
223	61450	0.000
224	61450	0.000
225	61511	0.250	0.000
226	61450	0.000
227	61450	0.000
228	61450	0.000
229	61511	0.250	0.000
230	61450	0.000
231	61511	0.250	0.000
232	61450	0.000
233	61511	0.250	0.000
234	61450	0.000
235	61511		0.000
236	61450	0.000
237	61511	0.250	0.000
238	61450	0.000
239	61511	0.250	0.000
240	61450	0.000
241	61450	0.000
242	61511	0.250	0.000
243	61450	0.000
244	61450	0.000
245	61450	0.000
246	61511	0.250	0.000
247	61450	0.000
248	61450	0.000
249	61511	0.250	0.000
250	61450	0.000
251	61511	0.250	0.000
252	61450	0.000
253	61511	0.250	0.000
254	61450	0.000
255	61511	0.250	0.000
256	61450	0.000
257	61450	0.000
258	61511	0.250	0.000
259	61450	0.000
260	61511	0.250	0.000
261	61450	0.000
262	61511	0.250	0.000
263	61450	0.000
264	61450	0.000
265	61450	0.000
266	61511	0.250	0.000
267	61450	0.000
268	61511	0.250	0.000
269	61450	0.000
270	61511	0.250	0.000
271	61450	0.000
272	61511	0.250	0.000
273	61450	0.000
274	61511	0.250	0.000
275	61450	0.000
276	61511	0.250	0.000
277	61450	0.000
278	61450	0.000
279	61450	0.000
280	61450	0.000
281	61450	0.000
282	61511	0.250	0.000
283	61450	0.000
284	61450	0.000
285	61511	0.250	0.000
286	61450	0.000
287	61511	0.250	0.000
288	61450	0.000
289	61450	0.000

290 rows × 15 columns

ERP image (EEG) epochs

Drop log epochs

No epochs exceeded the rejection thresholds. Nothing was dropped.

PSD epochs

Epochs: after cleaning clean epochs

Rejection thresholds epochs clean

{'eeg': 0.0001}

Info epochs clean

	General
	Filename(s)	sub-01_ses-cathodalpost_task-attentionalblink_epo.fif
	MNE object type	EpochsFIF
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Total number of events	25
	Events counts	61450: 22 61511: 3
	Time range	-0.199 – 0.500 s
	Baseline	-0.199 – 0.000 s
	Sampling frequency	512.00 Hz
	Time points	359
	Channels
	EEG	and
	EOG
	misc
	Stimulus
	Head & sensor digitization	67 points
	Filters
	Highpass	0.30 Hz
	Lowpass	40.00 Hz
	Projections	Average EEG reference (on)

Metadata epochs clean

Epoch #	event_name	61440	61450	61463	61468	61471	61472	61480	61490	61500	61501	61510	61511	61694
0	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
41	61511	None	0.250	None	None	None	None	None	None	None	None	None	0.000	None
42	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
55	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
59	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
69	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
71	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
91	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
105	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
112	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
114	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
116	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
132	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
178	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
184	61511	None	0.250	None	None	None	None	None	None	None	None	None	0.000	None
185	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
194	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
198	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
220	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
236	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
241	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
245	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
248	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
259	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
285	61511	None	0.250	None	None	None	None	None	None	None	None	None	0.000	None

25 rows × 15 columns

ERP image (EEG) epochs clean

Drop log epochs clean

PSD epochs clean

Condition: 61450 61450 evoked

Info evoked 61450

	General
	MNE object type	EvokedArray
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Aggregation	average of 22 epochs
	Condition	61450
	Time range	-0.199 – 0.500 s
	Baseline	-0.199 – 0.000 s
	Sampling frequency	512.00 Hz
	Time points	359
	Channels
	EEG	and
	Head & sensor digitization	67 points
	Filters
	Highpass	0.30 Hz
	Lowpass	40.00 Hz
	Projections	Average EEG reference (on)

Time course (EEG) evoked 61450

Topographies evoked 61450

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Global field power evoked 61450

Condition: 61511 61511 evoked

Info evoked 61511

	General
	MNE object type	EvokedArray
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Aggregation	average of 3 epochs
	Condition	61511
	Time range	-0.199 – 0.500 s
	Baseline	-0.199 – 0.000 s
	Sampling frequency	512.00 Hz
	Time points	359
	Channels
	EEG	and
	Head & sensor digitization	67 points
	Filters
	Highpass	0.30 Hz
	Lowpass	40.00 Hz
	Projections	Average EEG reference (on)

Time course (EEG) evoked 61511

Topographies evoked 61511

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Global field power evoked 61511

Contrast: 61450+61511 61450+61511 contrast evoked

Info evoked 61450+61511 contrast

	General
	MNE object type	EvokedArray
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Aggregation	average of 3 epochs
	Condition	61450 - 61511
	Time range	-0.199 – 0.500 s
	Baseline	-0.199 – 0.000 s
	Sampling frequency	512.00 Hz
	Time points	359
	Channels
	EEG	and
	Head & sensor digitization	67 points
	Filters
	Highpass	0.30 Hz
	Lowpass	40.00 Hz
	Projections	Average EEG reference (on)

Time course (EEG) evoked 61450+61511 contrast

Topographies evoked 61450+61511 contrast

Move the slider or click on the image and use the ← and → keys to browse.

Global field power evoked 61450+61511 contrast

Decoding: full-epochs 61450–61511 contrast decoding epochs

Full-epochs decoding epochs contrast decoding 61450–61511

Decoding: time-by-time 61450–61511 contrast decoding epochs

Decoding over time: 61450 vs. 61511 epochs contrast decoding 61450–61511

Noise covariance 61450 61450+61511 61511 contrast covariance evoked

Covariance matrix covariance

Singular values covariance

Whitening: 61450 evoked covariance 61450

Whitening: 61511 evoked covariance 61511

Whitening: 61450+61511 evoked covariance 61450+61511 contrast

Configuration file configuration

  """tDCS EEG."""

bids_root = "~/mne_data/ds001810"
deriv_root = "~/mne_data/derivatives/mne-bids-pipeline/ds001810"

task = "attentionalblink"
interactive = False
ch_types = ["eeg"]
eeg_template_montage = "biosemi64"
reject = dict(eeg=100e-6)
baseline = (None, 0)
conditions = ["61450", "61511"]
contrasts = [("61450", "61511")]
decode = True
decoding_n_splits = 3  # only for testing, use 5 otherwise

l_freq = 0.3

subjects = ["01"]
sessions = "all"

interpolate_bads_grand_average = False
n_jobs = 4

System information mne-sysinfo

  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 1 thread)
├☑ 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
├☑ eeglabio          0.0.2-4
├☑ edfio             0.4.2
├☑ pybv              0.7.5
└☐ unavailable       mne-nirs, mne-features, mne-connectivity, mne-icalabel, neo, mffpy

Table of contents