Neuromorphic Python Packages

expelliarmus

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

tonic

Event datasets and transforms.

nir

Neuromorphic Intermediate Representation reference implementation

rockpool

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

aerzip

Useful tools to compress and decompress AEDAT files in Python

lava-nc

A Software Framework for Neuromorphic Computing

innuce-spikify

Convert your data into spike-based signals for efficient and biologically-inspired spiking neural network applications, enabling faster and more energy-efficient computations.

norse

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

spyx

Spyx: Spiking Neural Networks in JAX

aestream

Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols

sanafe

Simulation of Advanced Neuromorphic Architectures for Fast Exploration

lava-dl

Deep Learning library for Lava

holographic-reservoir

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

sc-neurocore

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

mnns

A Proof-of-Concept Memristive Nanowire Network Simulator.

spymem

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

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

pynmsnn

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

lava-dnf

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

snncompare

Runs networkx graphs representing spiking neural networks of LIF-neurons on lava-nc or networkx.

imdd-task

Short-reach Optical Communication: A Real-world Task for Neuromorphic Hardware

misha

Simple and fast decoding of event cameras data to NumPy