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awesome-bci

by NeuroTechX

awesome listpushed over 2 years ago

Curated Collection of BCI resources

AI summary

BCI toolkit

A curated collection of resources and tools for designing, analyzing, and implementing Brain-Computer Interfaces (BCIs)

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What's in the list

220 links in 28 sections, with live GitHub stats.activeno commit in 2y

Software / BCI Experiment Design and Analysis

  • EEG-ExPy

    : Free & Open-Source (FOSS) Python library for EEG & experiment design, recording, and analysis. Maintained by the EEG-ExPy team within NeuroTechX

  • OpenViBE

    : A software platform dedicated to designing, testing, and using Brain-Computer Interfaces, maintained by the OpenViBE Consortium

  • BCI2000

    : Software suite with GUI based on C++ for data acquisition, stimulus presentation, and brain monitoring applications

  • Brainstorm

    : Collaborative, open-source application dedicated to the analysis of brain recordings: MEG, EEG, fNIRS, ECoG, depth electrodes and multiunit electrophysiology

  • BrainBay

    : Bio- and neurofeedback application working with various hardware frameworks including OpenBCI/OpenEEG

  • EventIDE

    : EventIDE is a software platform for designing and running multimodal experiments, with an IDE

  • NeuroPype

    : platform for real-time brain-computer interfacing (BCI), neuroimaging, and neural signal processing, which supports a range of biosignal modalities including EEG, fNIRS, ExG, etc

  • MNE

    : MNE-Python is an open-source Python module for processing, analysis, and visualization of functional neuroimaging data (EEG, MEG, sEEG, ECoG, and fNIRS). The tools suite includes interoperable packages in Python, MATLAB, C++, etc., which operate in GUI, CLI, or API

  • PsychoPy Builder

    : PsychoPy is an open-source application for creating experiments in neuroscience, psychology, and psychophysics

  • PsychToolBox

    : Psychophysics Toolbox Version 3 (PTB-3) is a free set of Matlab and GNU Octave functions for vision and neuroscience research

Software / Matlab Toolboxes

Software / Python Toolboxes

Software / Mobile Apps

Software / Brain Visualizations

Software / RaspberryPi Framework

Software / Communication Protocols

Hardware / EEG

Hardware / NIRS

Hardware / Multimodal Neurotech

Hardware / Brain Stimulation

Hardware / Upcoming NeuroImaging Tech

Hardware / Upcoming NeuroImaging Tech / Openwater

Brain Databases

Consultants For Hire

  • NeuroTechX Services

    : Specialized Advisory group dedicated to supporting Startups, Scaleups, Strategics and Investors in their efforts to commercialize Neurotechnology and (Neuro) Digital Health innovations

Tutorials and Project Ideas

Communities and Blogs / Forums

Communities and Blogs / Blogs

Competitions / Data Competitions

Competitions / Brain Controlled Competitions

Conferences and Events

Reading Material / Papers

Reading Material / Introductory Books

Reading Material / Technical Books

Reading Material / Signal Processing

Schools & Summer Courses

Other Resources

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