84 Open source projects that are alternatives of or similar to Eelbrain

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

MATLAB / Octave tools for BIDS datasets

🔧🧠 MEEGkit: MEG & EEG processing toolkit in 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.

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

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

MNELAB – a GUI for MNE

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

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

Machine learning for beginner(Data Science enthusiast)

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

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

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

Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset

Visual EEG readings from the Muse EEG Headset

📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

The dynamic infrastructure framework for everybody! Distribute the workload of many different scanning tools with ease, including nmap, ffuf, masscan, nuclei, meg and many more!

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

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

Mother of All BCI Benchmarks

CS198-96: Intro to Neurotechnology @ UC Berkeley

Neuroimaging in Julia

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

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

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

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

PyTorch implementation of TSception

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

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

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.

Python 3.6+ module to interface with the Anova 👨🏽‍🍳 Sous-vide cooker ⏱️ private API.

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

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

Parameterizing neural power spectra into periodic & aperiodic components.

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

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.

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

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

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

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

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

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

📊 EEG signal processing and machine learning in JavaScript

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

Collection of Matlab functions for the computation of measures of effect size

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

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

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

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.

SigViewer is a viewing application for biosignals.

Python + EEG/MEG = PyEEG

A package for manipulating EEG data in R.

python implementations of Analyzing Neural Time Series Textbook

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

A time series signal analysis and classification framework

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

NEURAL: a neonatal EEG feature set in Matlab

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

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

MNE-CPP: A Framework for Electrophysiology