COMPUTATIONAL NEUROSCIENCE

Explore biological brains.
Build computational experiments.

An open platform for connectomics, computational neuroscience and Neuro-AI research.

SIGNAL PROPAGATION MODEL · SCHEMATIC · ILLUSTRATIVE

OBSERVED DATA

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COMPUTATIONAL MODEL

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SIMULATION

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AI INTERPRETATION

Simulations on this platform are never biological proof. Every claim carries its source.

REFERENCE EXPERIMENT

EXPERIMENT / NL-EXP-000001

OPEN RECORD →

Posterior stimulus propagation in the C. elegans reference circuit — virtual inhibition of PVCL during posterior stimulus (lif model, seed 42).

CIRCUIT RESPONSE · SPIKE ACTIVITY—

SPECIESC. elegans

MODELlif · reference circuit

STIMULUSPLML/PLMR 10–60 ms

LESION (VIRTUAL)PVCL silenced

SEED42

STATUSSIMULATION

RESULT—

BIOLOGICAL MODELS

Species explorer

Organisms under study. Dataset availability reflects the registry — nothing more.

REFERENCE DATA

Dataset registry

Counts are scoped to their dataset — never read as absolute scientific truth. Full provenance per dataset.

IMPORT YOUR OWN CIRCUIT (JSON · CSV EDGE-LIST)

JSON: {"nodes": [...], "edges": [...]} — or CSV edge-list: source,target[,kind,weight] (header auto-detected, comma/semicolon/tab).
≤10 000 nodes · ≤100 000 edges · ≤4 MB · whole brains welcome at circuit scale · ids uppercased on import · usable in Explorer + Lab · always labelled unverified, model-only.
Simulations are capped at 750 000 neuron-steps (duration × nodes): shorten the duration for very large circuits.

CONNECTOMICS

Connectome Explorer

CIRCUIT GRAPHZOOM: WHEEL · PAN: DRAG · SELECT: CLICK

SENSORYINTERNEURONMOTOR— CHEMICAL— ELECTRICAL

Large graphs: only subgraphs are rendered (cap 400 nodes). Hover: preview · Click: select · Double-click: focus 1-hop · Wheel: zoom at cursor · Drag: pan.

VIRTUAL MANIPULATION — MODEL ONLY, NEVER BIOLOGICAL

Experiment Lab

PARAMETERS

Dataset Model Research question

Duration (ms) Seed

Stimulus (one per line: NEURON t0 t1 amp) Each line: neuron id, start ms, end ms, amplitude. Example stimulates both posterior touch neurons from 10 to 60 ms. Silence (virtual inhibition, comma-separated) Neurons held silent in the modified arm only — the normal arm always runs untouched. Activate (virtual, comma-separated) Remove edges (one per line: SRC TGT kind)

RASTER — MODIFIED ARM

COMPARISON — NORMAL VS MODIFIED

REPRODUCIBILITY

Experiments

EXPERIMENTAL REPORT

Research report

MACHINE INTERFACE

Research API

Interactive docs: /docs · /openapi.json

BrainerLab AI rule-based, labelled

GLOBAL ACADEMIC NETWORK

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SCIENTIFIC SAFETY

About

BrainerLab distinguishes observed data, computational models, simulation results and AI interpretations. A simulation result is not evidence about the animal. Quantitative claims require cited sources (see Datasets). Code: MIT (data keeps its own licence).

ROADMAP

M1 architecture + C. elegans — this prototype
M2 explorer / 3D
M3 engine
M4 lab
M5 reproducibility pages
M6 AI
M7 Drosophila / FlyWire
M8 zebrafish
M9 mouse
M10 API / collaboration