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Neuromorphic Python Packages

Python packages with the GitHub topic neuromorphic. Sorted by relevance, with stars and monthly downloads.
open-neuromorphic
expelliarmus

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

27K 46 9
neuromorphs
tonic

Event datasets and transforms.

13K 281 53
neuromorphs
nir

Neuromorphic Intermediate Representation reference implementation

8K 164 37
SynSense
rockpool

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

1K 82 14
alvayus
aerzip

Useful tools to compress and decompress AEDAT files in Python

1K 0 0
lava-nc
lava-nc

A Software Framework for Neuromorphic Computing

988 717 173
neuromorphic-polito
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.

946 2 0
norse
norse

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

907 795 99
kmheckel
spyx

Spyx: Spiking Neural Networks in JAX

810 135 14
aestream
aestream

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

809 87 12
SLAM-Lab
sanafe

Simulation of Advanced Neuromorphic Architectures for Fast Exploration

385 26 11
lava-nc
lava-dl

Deep Learning library for Lava

379 178 78
Agnuxo1
holographic-reservoir

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

373 2 0
anulum
sc-neurocore

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

366 2 0
marcus-k
mnns

A Proof-of-Concept Memristive Nanowire Network Simulator.

338 1 0
dancasmor
spymem

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

317 3 0
lava-nc
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

185 65 28
ajayarunachalam
pynmsnn

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

161 34 8
lava-nc
lava-dnf

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

160 47 18
a-t-0
snncompare

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

106 2 0
imdd-task
imdd-task

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

55 5 1
fabrizio-ottati
misha

Simple and fast decoding of event cameras data to NumPy

33 1 0
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