195 Open source projects that are alternatives of or similar to Moabb

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

CS198-96: Intro to Neurotechnology @ UC Berkeley

Parameterizing neural power spectra into periodic & aperiodic components.

Example with Cortex V2 API

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

Blackrock Microsystems Cerebus Link for Neural Signal Processing

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

A fullstack javascript app for capturing and visualizing OpenBCI EEG data

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

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

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

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

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

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

python implementations of Analyzing Neural Time Series Textbook

MNE-CPP: A Framework for Electrophysiology

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

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

The MATLAB toolbox for MEG, EEG and iEEG analysis

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

An R package for experimental psychologists

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 enormous power for intermediate and advanced users.

Python-based module for extracting from, converting between, and interfacing with many common file formats in extracellular recording.

Connectome Workbench

a python based software for visualization of neuroanatomical and morphological data.

cell detection in calcium imaging recordings

EPFL summaries & cheatsheets over 5 years (computer science, communication systems, data science and computational neuroscience).

NMA Computational Neuroscience course

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

Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

Core tools required for running Canlab Matlab toolboxes. The heart of this toolbox is object-oriented tools that enable interactive analysis of neuroimaging data and simple scripts using high-level commands tailored to neuroimaging analysis.

Blue Brain Python Optimisation Library

Biologically-realistic recurrent convolutional neural networks

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

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

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

Fast spike sorting with drift correction for up to a thousand channels

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

Brain Modeling Toolkit

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

Inner ear models for Python

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

Distributed, Versioned, Image-oriented Dataservice

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

Nengo interactive visualizer

A multi-dimensional embedding algorithm

NEURON Simulator

A publicly-editable collection of open science resources, including tools, datasets, meta-resources, etc.

A Python interface for ABF files

Graphical experiment builder for the social sciences

Collaborative Annotation Toolkit for Massive Amounts of Image Data

Fast and scalable spike sorting in python

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

Python + EEG/MEG = PyEEG

EEG Sleep stage classification using CNN with Keras

PyTorch Connectomics: segmentation toolbox for EM connectomics

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

A multi-purpose GPU-accelerated open-source suite for brain data visualization

Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.

Real-time position tracker for behavioral research