Center17

Advancing psychiatric interventions through open-source computational neuroscience and active inference.

Presentations
neurosim Weekly updated presentation of the Center17 agentic software production pipeline TeX
Software

Active Inference

alf JAX-native active inference for discrete POMDPs Python spinning-up-alf 16-module curriculum bridging RL and active inference Jupyter agentsciml Multi-agent evolutionary framework for automated scientific machine learning discovery Python

Bioengineered Intelligence

bl1 In-silico cortical culture simulator with STDP, virtual MEA, closed-loop experiments Python devograph Developmental neurobiology: dynamics, geometric convolutions, optimal transport Python organoid-hgx-benchmark Hypergraph deep learning on cerebral organoid gene regulatory networks Python

Neuroimaging

neurojax JAX-accelerated electrophysiology analysis with MNE, Diffrax, osl-dynamics Python dmijl Score-based dMRI microstructure estimation with SciML and Lux.jl Julia dmipy-jax JAX port of the dMRI microstructure estimation toolbox Python Fijee Forward inverse electroencephalogram software, building a new forward solution C++
Contributions

NeuroFedora

neurofedora NeuroFedora computational neuroscience platform packaging and integration

JAX Ecosystem

hgx Hypergraph neural networks in JAX/Equinox for higher-order topological deep learning Python jaxctrl Differentiable control theory: Lyapunov, Riccati, Gramians, hypergraph controllability Python