Classes & protocols
Compare tasks, cues, timing and feedback across experimental protocols.
OPEN SOURCE BCI PARADIGM ATLAS v0.1.0 · draft
BCI Paradigm
AtlasFrom experiments to cognition.
Find a BCI protocol. Understand its neural foundations.
OPEN KNOWLEDGE. TRACEABLE EVIDENCE.Explore below
BCI PARADIGM ATLASv0.1.0 · 2026.10.08
12Paradigm families
267Paradigm classes
404Active paradigms with protocols
129Neural markers
v0.1.0 · All active records are drafts. Source verification is ongoing.
01 / ABOUT THE ATLAS
An open foundation
for BCI research.
One atlas. From experimental protocols to neural evidence.
Explore how tasks, signals, brain regions and cognition connect. Open data, maintained by SavorCode.
StructuredTraceableCitable
02 / DATA MODEL
How the atlas connects
Four connected parts. One traceable graph.
Neural markers
Identify signals, recording methods and time-frequency features.
Regions & constructs
Connect signals to the brain regions and cognitive processes they reflect.
Sources & interoperability
Trace original papers and connect to BIDS, HED and Cognitive Atlas.
03 / EXPLORE THE ATLAS
Find your next protocol.
Search 404 protocols, or start with an example.
PER-ODD-001 / ODDBALLdraft · concrete paradigm
Task eventst
Frequent stimulusRare targetObserved response
Oddball: detecting rare targets
Detect rare targets among frequent stimuli and observe the target-related P3b response.
PROTOCOL
Two stimulus types · Target detection or counting · Random presentation.
NEURAL KNOWLEDGE
Conceptual illustration · Draft records. Check original sources.Source: temporoparietal junction (B). Indexes context updating and attention allocation (B).
ATLAS / BROWSER
Download catalog JSON ↓Loading the catalog…
No matching paradigms. Try an alias, an English name, or reset the filters.
—
404 active protocols · 1 deprecated entry excluded · All currently draft. Browse source directory
04 / QUICKSTART
From atlas to application.
Find a protocol. Export the graph. Cite the evidence.
Find a protocol
Find a task and compare its protocol, signals and sources.
Browse protocolsValidate & export
Validate the data, then export nodes and edges as graph.json.
Export the graphUse with context
Cite the version and record ID. Check the original sources.
How to citegit clone https://github.com/savorcode/bci-paradigm-atlas.git
cd bci-paradigm-atlas
python -m venv .venv
# macOS / Linux
source .venv/bin/activate
# Windows PowerShell: .venv\Scripts\Activate.ps1
python -m pip install -r scripts/requirements.txt
python scripts/validate.py
python scripts/build_graph.py05 / EVIDENCE & STATUS
Know the evidence.
Evidence strength and review status are different.
Synthesis & replication
Meta-analysis, systematic review, or replication across labs and modalities.
Independent studies
Supported by multiple independent studies.
Single or indirect evidence
A single study or indirect support.
Theoretical proposal
A proposed link, not yet directly tested.
v0.1.0 / DRAFT
Open data. Work in progress.
draft→reviewed→deprecated
All active paradigms remain drafts. No sources are content-verified and no concrete paradigms are reviewed yet.
Review details & current limits
682 source entries entered this release's bibliographic checking workflow; the release report lists 47 outstanding rows. 0 content-verified sources. 0 reviewed concrete paradigms. Descriptions, protocols and source attribution still need verification against the original papers.
A stronger evidence grade does not mean a record has completed review. A record becomes reviewed only after its sources are content-verified and a maintainer other than its contributor approves it.
06 / ROADMAP
Built in the open.
Current release and next milestones.
v0.0.1
Initial open release.
v0.1.0
267 classes. 404 active protocols.
v0.2.x
Verify full texts and resolve outstanding items.
v1.0.0
Freeze atlas v1 and publish the review paper.
Atlas is the open knowledge foundation for the planned Paradigm Factory design platform.
View changelog07 / JOIN THE PROJECT
Use it. Improve it. Follow it.
Choose your first step.
Use the atlas
Browse protocols or export the graph for your research.
Get started →Download ZIPContribute a record
Add a paradigm, improve a source, or fix a record.
Propose a paradigmContribution guideFollow the project
On GitHub, choose Watch → Custom → Releases.
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