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1.3k

2.8k

bsd-3-clause

84

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

eeg meg ecog python statistics neuroimaging neuroscience visualization machine-learning electrocorticography electroencephalography magnetoencephalography

Created 2011-01-28

18,230 commits to main branch, last one 3 days ago

braindecode braindecode

183

843

bsd-3-clause

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Deep learning software to decode EEG, ECG or MEG signals

eeg meg ecog python pytorch neuroimaging neuroscience deep-learning electrocorticography electroencephalogram electroencephalography magnetoencephalography

Created 2020-01-07

1,929 commits to master branch, last one 6 days ago

erplab ucdavis

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272

unknown

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ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools...

csd erp eeglab erplab matlab eeg-data erp-data neuroscience eeglab-toolbox cognitive-science electroencephalography event-related-potentials

Created 2014-04-15

750 commits to master branch, last one 2 months ago

autoreject autoreject

58

139

bsd-3-clause

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Automated rejection and repair of bad trials/sensors in M/EEG

meg mne-python preprocessing cross-validation electroencephalography magnetoencephalography

Created 2016-05-23

565 commits to main branch, last one about a month ago

mne-bids mne-tools

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137

bsd-3-clause

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MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

eeg meg mne bids ieeg neuroimaging neuroscience electroencephalography magnetoencephalography

Created 2017-04-23

1,494 commits to main branch, last one 11 days ago

Low-Cost-EEG-Based-BCI RonanB96

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129

apache-2.0

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Low Cost Electroencephalogram Based Brain-Computer-Interface

bci ecg eeg emg eog nucleo bioamplifier electroencephalogram electroencephalography brain-computer-interface

Created 2018-05-14

11 commits to master branch, last one 3 years ago

TSMNet rkobler

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bsd-3-clause

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Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG

bci eeg machine-learning manifold-learning transfer-learning electroencephalography geometric-deep-learning brain-computer-interface unsupervised-domain-adaptation

Created 2022-10-12

3 commits to main branch, last one 2 years ago

mulEEG likith012

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apache-2.0

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Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"

miccai time-series deep-learning sleep-staging multi-view-learning electroencephalography representation-learning self-supervised-learning

Created 2022-02-25

48 commits to main branch, last one 2 years ago