Top 79 eeg open source projects

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

Mother of All BCI Benchmarks

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

CS198-96: Intro to Neurotechnology @ UC Berkeley

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

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

Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse

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

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

Parameterizing neural power spectra into periodic & aperiodic components.

A list of openly available datasets in (mostly human) electrophysiology.

EntroPy: complexity of time-series in Python (DEPRECATED)

Python + EEG/MEG = PyEEG

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

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

python implementations of Analyzing Neural Time Series Textbook

📊 EEG signal processing and machine learning in JavaScript

MNE-CPP: A Framework for Electrophysiology

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

A list of tutorials and other resources useful to learn open science and neuroimaging, EEG and MEG

A fullstack javascript app for capturing and visualizing OpenBCI EEG data

A Node.js library that reads your mind with Emotiv EPOC EEG headset

A list of openly available software tools for (mostly human) electrophysiology.

EEG Sleep stage classification using CNN with Keras

Real-time processing and plotting of data streamed over LSL, with a focus on student-led BCI projects.

Microstate EEGlab toolbox

Detect EEG artifacts, outliers, or anomalies using supervised machine learning.

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.

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

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

Outdated, see new https://github.com/braindecode/braindecode

Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Fusion ICA Toolbox (MATLAB)

Blackrock Microsystems Cerebus Link for Neural Signal Processing

Matlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains

MNELAB – a GUI for MNE

Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse

A wheelchair controlled by EEG brain signals and enhanced with assisted driving

Example with Cortex V2 API

Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network

eelbrain.readthedocs.io

A time series signal analysis and classification framework

Neuroimaging in Julia

Upside Down Lab's Biopotential Amplifier v1.5 - Buy on Tindie at https://bit.ly/BioAmp-v1_5

MATLAB / Octave tools for BIDS datasets

AntroPy: entropy and complexity of (EEG) time-series in Python

SigViewer is a viewing application for biosignals.

NEURAL: a neonatal EEG feature set in Matlab

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.

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

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python 🧠🔧

A terminal app written in Node.js to monitor brain signals in real-time