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Ecog Python Packages

Python packages with the GitHub topic ecog. Sorted by relevance, with stars and monthly downloads.
mne-tools
mne

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

500K 3K 2K
braindecode
braindecode

Deep learning software to decode EEG, ECG or MEG signals

66K 1K 261
ZitongLu1996
neurora

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Neural Pattern Similarity (NPS), Representational Similarity Analysis (RSA), Spatiotemporal Pattern Similarity (STPS) & Inter-Subject Correlation (ISC)

5K 197 33
wonambi-python
wonambi

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

5K 99 21
neuromodulation
py-neuromodulation

Real-time analysis of intracranial neurophysiology recordings.

557 76 22
google
telluride-decoding

Telluride Decoding Toolbox

333 14 12
esi-neuroscience
esi-syncopy

A toolkit for user-friendly large-scale electrophysiology data analysis. Syncopy is compatible with the Matlab toolbox FieldTrip.

329 55 17
Metaverse-Crowdsource
frequency-max-power

A Python library for calculating frequency_max_power

182 37 10
richardkoehler
pte

An open-source software package for working with electrophysiological data.

160 6 1
Metaverse-Crowdsource
stftsignal

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

107 37 10
Metaverse-Crowdsource
spectral-centroids

A Python library for calculating spectral_centroids

106 37 10
Metaverse-Crowdsource
spectral-edge-density

A Python library for calculating spectral_edge_density

105 37 10
Metaverse-Crowdsource
transfer-entropy-regional

A Python library for calculating transfer_entropy_regional

76 37 10
Metaverse-Crowdsource
phase-space-2d

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

75 37 10
Metaverse-Crowdsource
spectral-entropy-signals

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

73 37 10
Metaverse-Crowdsource
transfer-entropy-all-signals

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

73 37 10
Metaverse-Crowdsource
mfdfa1000hz

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

71 37 10
Metaverse-Crowdsource
phase-space-3d

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

70 37 10
Metaverse-Crowdsource
transfer-entropy-hemispheric

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

68 37 10
Metaverse-Crowdsource
welchspsd

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

63 37 10
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