NeuroTechX's Awesome List of BCI-related Resources

Table of Contents

• Full Platforms
• Protocols
• Frameworks
• Tutorials
• Competitions
• Papers
• Blogs
• Forum
• EEG Devices
• NIRS Devices
• EEG Parts
• Open Source BCI Project
• Introductory Books
• Technical Books
• Events
• Signal Processing
• Brain Databases
• Other Resources

Full Platforms

• OpenVibe
• EEGLab
• BCILab
• BCI2000
• BrainBay
• Brainstorm
• FieldTrip
• Thunder
• EventIDE

Protocols

• Lab Streaming Layer
• Open Sound Control

Frameworks

• EEGrunt
• Cloudbrain
• Python MNE
• OpenNFB
• Thunder
• IntelliPi
• bcikit

Tutorials

• How to Hack Toy EEGs
• BCI Workshop
• Introduction to Modern BCI
• Brain-Controlled Shark Attack

Competitions

• Kaggle Grasp and Lift
• Kaggle Error Detection
• Kaggle Decode the Human Brain
• Kaggle Seizure Prediction
• Kaggle Seizure Detection
• Decoding Brain Signals
• BCI Competition
• Brain Drone Competition

Papers

• MultiClass Brain-Computer INterface Classification by Riemannian Geometry
• A New Generation of Brain-Computer Interface Based on Riemannian Geometry
• My Virtual Dream: Collective Neurofeedback in an Immersive Art Environment
• BCI Competition IV – Data Set I: Learning Discriminative Patterns for Self-Paced EEG-Based Motor Imagery Detection

Blogs

• Autodidact
• Strfry
• Fabien Lotte
• Chip Audette EEG Hacker
• Atlants Embedded

Forums

• NeuroBB
• OpenBCI Community

EEG Devices

• OpenBCI
• Muse
• Emotiv EPOC & Insight
• Neurosky
• Mattel Mindflex
• OpenEEG
• The Aware
• g.BCIsys
• EGI High Density EEG

NIRS Devices

• ExBrain NIRS
• Artinis Oxymon
• Shimadzu LABNIRS
• Hitachi WOT-100
• NIRx

EEG Parts

• Florida Research Instruments
• TI ADS1299EEG-FE

BCI Products

• Puzzlebox
• iWinks

Open Source BCI Projects

• Controlling a sphero with a muse
• Building a 20 Euro EEG for your smartphone
• Muse File Reader for OpenVibe

Introductory Books

• Beyond Boundaries (Nicolellis)
• Rhythms of Brain (Buzsaki)
• Cycles in mind (Cohen)
• Principles of Neural Science (Kandel et al)
• The Future of the Mind (Kaku)

Technical Books

• Brain-Computer Interfacing: An Introduction (Rao)
• Brain Computer Interfaces (Wolpaw)
• Analyzing Neural Time Series Data (Cohen)
• Imaging Brain Function with EEG (Freeman & Quiroga)
• Matlab for Neuroscientists

Events

• List: Curated list of events (BCI Society)
• BCI Meeting
• NeuroGaming / XTech(Youtube Videos)
• CHI
• Cybathlon
• BrainTech
• Brain Summit
• NIPS
• SfN

Signal Processing

• Signals & Systems MIT Class
• Berkeley DSP class lectures, page
• Signals & Systems (Oppenheim, Willsky, Hamid)
• Discrete-Time Signal Processing (2nd Edition) (Oppenheim, Schafer, Buck)
• Data analysis lecturelets (Mike X Cohen)

Brain Databases

• SCCN list of eeg/erp data for free public download
• EEG studies with the raw data - (from BigEEG Consortium)
• BNCI Horizon Data Sets

Other Resources

• Brede Wiki