BrainX Ecosystem

BrainX ecosystem packages

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Differentiable brain modeling.

BrainPy

Modeling of point neuron-based spiking neural networks.

Comes from Prof. Si Wu's lab (Peking University). See BrainPy 1.0 paper, BrainPy 2.0 eLife paper, and our ICLR 2024 paper.

BrainCell

Modeling of biologically detailed Hodgkin-Huxley neurons and networks.

Collaboration with Prof. Douglas Zhou and Prof. Songting Li.

BrainMass

Whole-brain modeling with differentiable neural mass models.

Shared infrastructure.

BrainUnit

Physical units and unit-aware mathematical system for brain modeling.

See our paper in Nature Communications 2025.

BrainTrace

Online learning system for large-scale brain models.

See our paper in Nature Communications 2026.

BrainEvent

Event-driven algorithms and data structures for brain dynamics.

BrainTools

Modeling tools for general-purpose brain simulation.

JAX-native state runtime.

BrainState

State-based IR compilation for brain models.

Vibe coding.

BrainX skill

Agent skills that teach your coding assistant BrainX.

Installation.

BrainX

pip install BrainX[cpu] -U

BrainX skill

npx brainx-skill install