sub-01, ses-cathodaltDCS, task-attentionalblink

Raw (original) data-quality raw run-None

Info raw run-None data-quality

	General
	Filename(s)	sub-01_ses-cathodaltDCS_task-attentionalblink_eeg.eeg
	MNE object type	RawBrainVision
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Duration	00:22:01 (HH:MM:SS)
	Sampling frequency	512.00 Hz
	Time points	676,352
	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

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

PSD raw run-None data-quality

Raw (filtered) filtered raw run-None

Info raw run-None filtered

	General
	Filename(s)	sub-01_ses-cathodaltDCS_task-attentionalblink_eeg.eeg
	MNE object type	RawBrainVision
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Duration	00:22:01 (HH:MM:SS)
	Sampling frequency	512.00 Hz
	Time points	676,352
	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	297
	Events counts	61450: 193 61511: 104
	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	61450	0.000
7	61450	0.000
8	61450	0.000
9	61450	0.000
10	61450	0.000
11	61511	0.250	0.000
12	61450	0.000
13	61450	0.000
14	61511	0.250	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	61511	0.250	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	61450	0.000
30	61511	0.250	0.000
31	61450	0.000
32	61450	0.000
33	61511	0.250	0.000
34	61450	0.000
35	61511	0.250	0.000
36	61450	0.000
37	61511	0.250	0.000
38	61450	0.000
39	61450	0.000
40	61450	0.000
41	61511	0.250	0.000
42	61450	0.000
43	61450	0.000
44	61511	0.250	0.000
45	61450	0.000
46	61450	0.000
47	61511	0.250	0.000
48	61450	0.000
49	61511	0.250	0.000
50	61450	0.000
51	61511	0.250	0.000
52	61450	0.000
53	61511	0.250	0.000
54	61450	0.000
55	61450	0.000
56	61450	0.000
57	61511	0.250	0.000
58	61450	0.000
59	61511	0.250	0.000
60	61450	0.000
61	61511		0.000
62	61450	0.000
63	61450	0.000
64	61450	0.000
65	61511	0.250	0.000
66	61450	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	61511	0.250	0.000
73	61450	0.000
74	61450	0.000
75	61511	0.250	0.000
76	61450	0.000
77	61450	0.000
78	61450	0.000
79	61450	0.000
80	61450	0.000
81	61511	0.250	0.000
82	61450	0.000
83	61450	0.000
84	61511	0.250	0.000
85	61450	0.000
86	61450	0.000
87	61450	0.000
88	61511	0.250	0.000
89	61450	0.000
90	61450	0.000
91	61511	0.250	0.000
92	61450	0.000
93	61450	0.000
94	61450	0.000
95	61511	0.250	0.000
96	61450	0.000
97	61511	0.250	0.000
98	61450	0.000
99	61511	0.250	0.000
100	61450	0.000
101	61511	0.250	0.000
102	61450	0.000
103	61511	0.250	0.000
104	61450	0.000
105	61450	0.000
106	61511	0.250	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	61511	0.250	0.000
113	61450	0.000
114	61511	0.250	0.000
115	61450	0.000
116	61450	0.000
117	61511	0.250	0.000
118	61450	0.000
119	61450	0.000
120	61511		0.000
121	61450	0.000
122	61511	0.250	0.000
123	61450	0.000
124	61511	0.250	0.000
125	61450	0.000
126	61511	0.250	0.000
127	61450	0.000
128	61511	0.250	0.000
129	61450	0.000
130	61450	0.000
131	61511	0.250	0.000
132	61450	0.000
133	61511	0.250	0.000
134	61450	0.000
135	61450	0.000
136	61511	0.250	0.000
137	61450	0.000
138	61450	0.000
139	61450	0.000
140	61450	0.000
141	61511	0.250	0.000
142	61450	0.000
143	61511	0.250	0.000
144	61450	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	61450	0.000
151	61450	0.000
152	61450	0.000
153	61450	0.000
154	61450	0.000
155	61511	0.250	0.000
156	61450	0.000
157	61450	0.000
158	61511	0.250	0.000
159	61450	0.000
160	61450	0.000
161	61450	0.000
162	61450	0.000
163	61450	0.000
164	61511	0.250	0.000
165	61450	0.000
166	61450	0.000
167	61511	0.252	0.000
168	61450	0.000
169	61450	0.000
170	61511	0.250	0.000
171	61450	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	61450	0.000
180	61511	0.250	0.000
181	61450	0.000
182	61511	0.250	0.000
183	61450	0.000
184	61511	0.250	0.000
185	61450	0.000
186	61450	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	61511	0.250	0.000
193	61450	0.000
194	61511	0.250	0.000
195	61450	0.000
196	61511	0.250	0.000
197	61450	0.000
198	61511	0.250	0.000
199	61450	0.000
200	61450	0.000
201	61511	0.250	0.000
202	61450	0.000
203	61450	0.000
204	61511	0.250	0.000
205	61450	0.000
206	61511	0.250	0.000
207	61450	0.000
208	61511	0.250	0.000
209	61450	0.000
210	61450	0.000
211	61511	0.250	0.000
212	61450	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	61450	0.000
219	61450	0.000
220	61511	0.250	0.000
221	61450	0.000
222	61511	0.250	0.000
223	61450	0.000
224	61511	0.250	0.000
225	61450	0.000
226	61511	0.250	0.000
227	61450	0.000
228	61511	0.250	0.000
229	61450	0.000
230	61450	0.000
231	61511	0.250	0.000
232	61450	0.000
233	61450	0.000
234	61511	0.250	0.000
235	61450	0.000
236	61511	0.250	0.000
237	61450	0.000
238	61450	0.000
239	61511	0.250	0.000
240	61450	0.000
241	61511		0.000
242	61450	0.000
243	61511	0.250	0.000
244	61450	0.000
245	61511	0.250	0.000
246	61450	0.000
247	61450	0.000
248	61450	0.000
249	61450	0.000
250	61511	0.250	0.000
251	61450	0.000
252	61450	0.000
253	61450	0.000
254	61450	0.000
255	61511	0.250	0.000
256	61450	0.000
257	61511	0.250	0.000
258	61450	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	61511	0.250	0.000
266	61450	0.000
267	61511	0.250	0.000
268	61450	0.000
269	61450	0.000
270	61450	0.000
271	61511	0.250	0.000
272	61450	0.000
273	61511	0.250	0.000
274	61450	0.000
275	61511	0.250	0.000
276	61450	0.000
277	61450	0.000
278	61450	0.000
279	61450	0.000
280	61450	0.000
281	61511	0.250	0.000
282	61450	0.000
283	61511	0.250	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	61511	0.250	0.000
291	61450	0.000
292	61450	0.000
293	61450	0.000
294	61511	0.250	0.000
295	61450	0.000
296	61450	0.000

297 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-cathodaltDCS_task-attentionalblink_epo.fif
	MNE object type	EpochsFIF
	Measurement date	Unknown
	Participant	sub-01
	Experimenter	Unknown
	Acquisition
	Total number of events	41
	Events counts	61450: 38 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
3	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
26	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
33	61511	None	0.250	None	None	None	None	None	None	None	None	None	0.000	None
34	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
40	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
42	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
52	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
60	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
62	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
74	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
78	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
80	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
82	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
85	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
91	61511	None	0.250	None	None	None	None	None	None	None	None	None	0.000	None
92	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
98	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
102	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
111	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
115	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
121	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
135	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
152	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
157	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
168	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
179	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
187	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
209	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
216	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
218	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
219	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
231	61511	None	0.250	None	None	None	None	None	None	None	None	None	0.000	None
232	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
237	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
242	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
247	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
251	61450	None	0.000	None	None	None	None	None	None	None	None	None		None
268	61450	None	0.000	None	None	None	None	None	None	None	None	None		None

41 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 38 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

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

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

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

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