Neuromorphic Python Packages

expelliarmus

A Python package for decoding RAW and DAT files (Prophesee) to structured NumPy arrays of events.

sanafe

Simulation of Advanced Neuromorphic Architectures for Fast Exploration

sc-neurocore

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

tonic

Event datasets and transforms.

nir

Neuromorphic Intermediate Representation reference implementation

spikegen

Generate spike trains (Poisson, gamma renewal, regular, inhomogeneous) in pure Python with zero dependencies.

spikedist

Spike-train distance metrics (Victor-Purpura, van Rossum) in pure Python with zero dependencies.

rockpool

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

norse

Deep learning with spiking neural networks (SNNs) in PyTorch.

aerzip

Useful tools to compress and decompress AEDAT files in Python

lava-nc

A Software Framework for Neuromorphic Computing

aestream

Streaming library for Address-Event Representation (AER) data

spyx

Spyx: Spiking Neural Networks in JAX

btorch

Brain-inspired differentiable PyTorch toolkit for neuromorphic and computational neuroscience research

innuce-spikify

A Python package to convert signal data to spike trains

mnns

A Proof-of-Concept Memristive Nanowire Network Simulator.

mfc-codec

Mirror Fractal Codec — lossless compression for neuromorphic event camera data

lava-dl

Deep Learning library for Lava

spymem

An open-source package that offer fully-functional spike-based bio-inspired hippocampal memory models implemented with SNN technology in the SpiNNaker hardware in Python

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

holographic-reservoir

Holographic Reservoir Computing Framework — pure-Python simulation with optional ASIC hardware backend.

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

snncompare

compares snn algorithms against neumann algorithms