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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

541K 3K 2K
braindecode
braindecode

Deep learning software to decode EEG, ECG or MEG signals

64K 1K 264
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.

4K 99 21
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)

3K 198 34
esi-neuroscience
esi-syncopy

Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

316 55 17
neuromodulation
py-neuromodulation

Real-time analysis of intracranial neurophysiology recordings.

275 76 22
google
telluride-decoding

Telluride Decoding Toolbox

243 14 12
Metaverse-Crowdsource
frequency-max-power

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

192 37 10
Metaverse-Crowdsource
spectral-edge-density

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

136 37 10
richardkoehler
pte

An open-source software package for working with electrophysiological data

127 6 1
Metaverse-Crowdsource
spectral-centroids

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

125 37 10
Metaverse-Crowdsource
stftsignal

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

115 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

96 37 10
Metaverse-Crowdsource
transfer-entropy-regional

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

80 37 10
Metaverse-Crowdsource
transfer-entropy-all-signals

A Python library for calculating transfer_entropy_regional all signals

78 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

76 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

75 37 10
Metaverse-Crowdsource
phase-space-3d

A Python library for calculating and plotting phase space 3d

66 37 10
Metaverse-Crowdsource
phase-space-2d

A Python library for calculating and plotting phase space

61 37 10
Metaverse-Crowdsource
welchspsd

A Python library for calculating welchsPSD

51 37 10
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