A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Open-Source Brain-Computer Interface, ADS1299 and STM32

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides eno…

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

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

An R package for processing and plotting of electroencephalography (EEG) data

Analyze and manipulate EEG data using PyEEGLab.

This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.

The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting. (IEEE Sensors Journal)

Machine learning for Anonymous detection of an alcoholic by EEG signals

Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"

EEG Features to be extract from raw data.

A MATLAB application to automatize analysis of EEG data

A package for manipulating EEG data in R.

Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.

Android app for EEG data visualization and recording with the Traumschreiber BLE device

Supporting code for the GX Dataset

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.