NeuroTechX's Awesome List of BCI-related Resources

Table of Contents

• Full Platforms
• Protocols
• Frameworks
• Tutorials
• Competitions
• Papers
• Blogs
• Forum
• Devices
• Introductory Books
• Technical Books
• Signal Processing

Full Platforms

• OpenVibe
• EEGLab
• BCILab
• BCI2000
• BrainBay
• FieldTrip

Protocols

• Lab Streaming Layer
• Open Sound Control

Frameworks

• EEGrunt
• Cloudbrain
• Python MNE
• OpenNFB
• Thunder

Tutorials

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

Competitions

• Kaggle Grasp and Lift
• Kaggle Error Detection
• BCI 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

Forums

• NeuroBB
• OpenBCI Community

Devices

• OpenBCI
• Muse
• Emotiv EPOC
• Emotive Insight
• Neurosky
• Mattel Mindflex
• TI ADS1299EEG-FE
• OpenEEG

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
• 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)