MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
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Updated
Jan 27, 2023 - Python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
A curated list of awesome neuroscience libraries, software and any content related to the domain.
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
The MATLAB toolbox for MEG, EEG and iEEG analysis
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
Python machine learning package based on sklearn API for multivariate signal processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry
Open-Source board for converting RaspberryPI to Brain-computer interface
EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
Deep learning software to decode EEG, ECG or MEG signals
Open-Source Brain-Computer Interface, ADS1299 and STM32
Mother of All BCI Benchmarks
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
Outdated, see new https://github.com/braindecode/braindecode
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology
An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
CS198-96: Intro to Neurotechnology @ UC Berkeley
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