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eeg

Here are 851 public repositories matching this topic...

mne-tools / mne-python

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

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

Updated Sep 19, 2022
Python

analyticalmonk / awesome-neuroscience

A curated list of awesome neuroscience libraries, software and any content related to the domain.

python list intelligence awesome mooc matlab neuroscience meg eeg awesome-list brain hacktoberfest nirs

Updated Aug 8, 2022

NeuroKit

neuropsychology / NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Updated Sep 14, 2022
Python

brainflow

brainflow-dev / brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

python signal-processing neuroscience eeg ecg ecg-signal eeg-data emg bci biosensors hacktoberfest brain-computer-interface biosignals eeg-analysis brain-control brain-machine-interface emg-signal biosensor brainflow

Updated Sep 19, 2022
C++

vlawhern / arl-eegmodels

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

deep-learning tensorflow keras eeg convolutional-neural-networks brain-computer-interface event-related-potentials time-series-classification eeg-classification sensory-motor-rhythm

Updated May 2, 2022
Python

fieldtrip / fieldtrip

The MATLAB toolbox for MEG, EEG and iEEG analysis

statistics analysis matlab neuroscience meg eeg connectivity neuroimaging bids brain beamformer fieldtrip ecog dipole time-frequency ieeg seeg donders

Updated Sep 19, 2022
MATLAB

pbashivan / EEGLearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

recurrent-neural-networks eeg convolutional-neural-networks

Updated Jul 2, 2020
Python

pyRiemann

pyRiemann / pyRiemann

Python machine learning package based on sklearn API for multivariate signal processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry

python machine-learning statistics signal-processing neuroscience eeg bci brain-computer-interface covariance-matrices riemannian-geometry

Updated Sep 19, 2022
Python

EEGwithRaspberryPI

HackerBCI / EEGwithRaspberryPI

Open-Source board for converting RaspberryPI to Brain-computer interface

open-source raspberry-pi raspberrypi eeg eeg-signals bci texas-instruments raspberry-pi-3 diy-solutions bci-systems eeg-signals-processing biosignal ads1299 raspberry-pi-4 diy-electronics ironbci pieeg

Updated Sep 3, 2022
Python

Ildaron / ironbci

Open-Source Brain-Computer Interface, ADS1299 and STM32

stm32 eeg eeg-signals eeg-data bci eeg-headset bci-systems eeg-classification eeg-signals-processing ads1299 bci-homework ironbci

Updated Aug 30, 2022
C

sccn / eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

eeg electrophysiology brain eeglab

Updated Sep 13, 2022
MATLAB

moabb

NeuroTechX / moabb

Mother of All BCI Benchmarks

machine-learning neuroscience eeg bci brain-computer-interface bci-benchmarks

Updated Jul 29, 2022
Python

braindecode / braindecode

Deep learning software to decode EEG, ECG or MEG signals

python deep-learning neuroscience pytorch meg eeg neuroimaging electroencephalography electroencephalogram

Updated Sep 15, 2022
Python

neuropsychology / NeuroKit.py

A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

Updated Mar 30, 2020
Python

TNTLFreiburg / braindecode

Outdated, see new https://github.com/braindecode/braindecode

deep-learning eeg convolutional-networks convolutional-neural-networks brain-signal-decoding

Updated May 11, 2020
Python

akaraspt / deepsleepnet

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

deep-learning neural-network cnn eeg lstm sleep biosignals sleep-analysis scoring-sleep-stages

Updated Oct 8, 2021
Python

brainstorm-tools / brainstorm3

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

matlab meg eeg electrophysiology

Updated Sep 19, 2022
MATLAB

eegsynth / eegsynth

Converting real-time EEG into sounds, music and visual effects

redis synthesizer eeg ecg emg bci fieldtrip

Updated Jul 6, 2022
Python

neurotech-berkeley / neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

neuroscience eeg eeg-signals emg neurofeedback event-related-potentials neurotech biosignals

Updated Apr 13, 2022
Jupyter Notebook

DeepBCI / Deep-BCI

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

open-source deep-learning erp eeg bci brain cognitive nirs ssvep motor-imagery

Updated Jul 7, 2022
C

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