Education & Data
Curated learning resources and open standards for the community.
The NeuroTech Primer
The definitive beginner's guide to brain-computer interfaces and neurotechnology. Written by the community, for the community.
Open Data Archives
We strongly believe in open science. Use these verified repositories for your research.
- OpenNeuroA free and open platform for sharing MRI, MEG, EEG, iEEG, and ECoG data.
- NEMARNeuroelectromagnetic Data Archive and Tools.
- DANDI ArchiveDistributed Archives for Neurophysiology Data Integration.
Open Source Analysis Tools
Essential Python toolkits for neural signal processing and parameterization.
- specparam (formerly FOOOF)Fitting Oscillations & One-Over-F. Parametrizing neural power spectra.
- NeuroDSPDigital signal processing for neural time series. Filtering, spectral analysis, and simulation.
Developer Meetings
Gold Standard Education
The gold standard for online computational neuroscience and deep learning education. Intensive, community-driven, and open.
The original open-source neurotechnology curriculum. A comprehensive survey of biosignals, hardware, and labs from UC Berkeley.
Foundational Skills & Workshops
Collaborative workshops for open brain science. A unique format that combines education, hackathons, and unconferences.
Teaching essential lab skills for research computing. The foundational "missing semester" of coding skills for scientists.
The Missing Semester of Your Computer Science Education. Master the command line, use a powerful text editor, use fancy features of version control systems, and much more!
Deep dive into MEEG methodology. Association promoting cutting-edge methods for EEG and MEG research through conferences and hands-on workshops.
The gold standard for Event-Related Potential (ERP) methodology. Best practices for experimental design and analysis from Prof. Steve Luck.
The essential guide to spectral analysis and time-frequency dynamics. Mike X Cohen's definitive textbook on analyzing neural data.
Preparing Undergraduates for Research in STEM Using Electrophysiology. Open teaching materials, datasets, and labs for semester-long courses.
Understanding human behavior and brain activity under realistic conditions. Advancing MEEG, Eye-Tracking, and VR methods with open tools like Unfold.
Interactive Learning
An interactive brain playground in your browser. Learn EEG basics with Muse devices without installing software.
Hardware & Student Kits
Open Hardware & DIY
Open Science Hardware Communities
Frontier Tech & Community Science
MedARC (Sophont)
Open multimodal medical AI. A community science research collective building foundational models for medicine.
Join CollectiveProfessional Development
Major Summer 2026 Events
BCI & Neurotechnology Spring School 2026
April 27 – May 6, 2026. The largest online BCI education event. 140+ hours of lectures, hackathons, and certification for free. Organized by g.tec.
Register for FreeQueen's University
Neurotech Micro-credential Program. A grant-funded partnership with NeuroTechX to deliver hands-on skills in imaging, recording, and ethics.
View ProgramModern Data Science Stack
The foundation of machine learning in Python.
Statistical learning for neuroimaging (built on scikit-learn).
The Mother of All BCI Benchmarks.
PI: Sylvain Chevallier
Professional scikit-learn certification & maintenance.
The AI community building the future. Models, datasets, and spaces.
Probabilistic programming for Bayesian modeling.
Reproducible benchmarks and challenges. The next-generation platform for open science competitions.
Google Summer of Code (GSoC)
Current Call (2026)
INCF is calling for project ideas and mentors for GSoC 2026. Join the global open-source development initiative.
View Call for ProposalsPast Highlights
NeuroTechX members have a strong history of contribution, including the notable project by John Griffith & Morgan Hough.
Archives available via INCFPartners & Research Hubs
Accelerating neuroscience discovery and innovation. Home to the Brain-CODE open data platform and neurotech entrepreneurship programs.
Entertaining and educational videos on Brain-Computer Interfaces. The world's leading BCI media platform.
A global non-profit community at the intersection of neuroscience, technology, and society.