Ecog Python Packages

mne

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

541K 3K 2K

braindecode

Deep learning software to decode EEG, ECG or MEG signals

64K 1K 264

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

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-syncopy

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

316 55 17

py-neuromodulation

Real-time analysis of intracranial neurophysiology recordings.

275 76 22

telluride-decoding

Telluride Decoding Toolbox

243 14 12

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

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

pte

An open-source software package for working with electrophysiological data

127 6 1

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

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

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

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

transfer-entropy-all-signals

A Python library for calculating transfer_entropy_regional all signals

78 37 10

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

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

phase-space-3d

A Python library for calculating and plotting phase space 3d

66 37 10

phase-space-2d

A Python library for calculating and plotting phase space

61 37 10

welchspsd

A Python library for calculating welchsPSD

51 37 10