Neuromorphic Computing Python Packages

sc-neurocore

Universal Stochastic Computing Framework for Neuromorphic Hardware — Rust SIMD engine, Python simulation, Verilog RTL, HDC/VSA, SCPN integration

snn-opt

A spiking neural network solver for constrained convex optimization.

dynex

Dynex SDK

pyaer

Low-level Python APIs for Accessing Neuromorphic Devices.

micronet

A model compression and deploy lib.

lava-nc

A Software Framework for Neuromorphic Computing

holovec

Hyperdimensional Computing / Vector Symbolic Architectures library

neuroptimiser

NeurOptimiser is a neuromorphic optimisation framework in which metaheuristic search emerges from asynchronous spiking dynamics.

lens-vpr

LENS: Locational Encoding with Neuromorphic Systems

lava-dl

Deep Learning library for Lava

synaptic-ml

The TensorFlow for neuromorphic computing. Train spiking neural networks and deploy to Intel Loihi 2 at 1000x less energy than GPU.

sapicore

A PyTorch-based framework for neuromorphic modeling.

pyorganoid

A Python package for the simulation of organoids for the purpose of studying Organoid Intelligence (OI) and Organoid Learning (OL).

lava-optimization

A library of solvers that leverage neuromorphic hardware for constrained optimization. Lava-Optimization is part of Lava Framework. Lava-optimization is part of Lava Framework

lava-dnf

A library that provides processes and other software infrastructure to build architectures composed of Dynamic Neural Fields (DNF).

pynmsnn

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

pixelflow-rc

GPU Texture Reservoir Computing: fragment-shader cellular automata with linear readouts for image classification and PDE solving.

snnax

A library for spiking neural networks in JAX.