78 Open source projects that are alternatives of or similar to Wizardhat

Open Source EIT system using Keithley 6221 current source and EEG systems

PyTorch implementation of TSception

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

Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications

CS198-96: Intro to Neurotechnology @ UC Berkeley

A time series signal analysis and classification framework

A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.

Blackrock Microsystems Cerebus Link for Neural Signal Processing

Visual EEG readings from the Muse EEG Headset

Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network

[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.

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

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

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 lightweight I/O utility for the BrainVision data format, written in Python.

NEURAL: a neonatal EEG feature set in Matlab

Mother of All BCI Benchmarks

MNELAB – a GUI for MNE

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

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.

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

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

Example with Cortex V2 API

EEG Reader is an Android mobile application, which reads EEG signal from NeuroSky mobile device connected to smartphone via Bluetooth.

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

Simulation and optimization of neural circuits for MEG/EEG source estimates

eelbrain.readthedocs.io

MSc thesis on: Classifying brain activity using EEG and automated time tracking of computer use (using ActivityWatch)

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

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

Neuroimaging in Julia

Connectome Mapper 3 is a BIDS App that implements full anatomical, diffusion, resting/state functional MRI, and recently EEG processing pipelines, from raw T1 / DWI / BOLD , and preprocessed EEG data to multi-resolution brain parcellation with corresponding connection matrices.

Fusion ICA Toolbox (MATLAB)

A package for manipulating EEG data in R.

MATLAB / Octave tools for BIDS datasets

[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time

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

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

SigViewer is a viewing application for biosignals.

Web Bluetooth client for the Ganglion brain-computer interface by OpenBCI

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

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

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.

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

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

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

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

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

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

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

Microstate EEGlab toolbox

The MATLAB toolbox for MEG, EEG and iEEG analysis

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

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

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