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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.

25K 47 9
neuromorphs
tonic

Event datasets and transforms.

15K 282 53
neuromorphs
nir

Neuromorphic Intermediate Representation reference implementation

8K 164 37
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

1K 721 174
norse
norse

A library for deep learning with spiking neural networks

967 800 99
SynSense
rockpool

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

922 83 15
aestream
aestream

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

806 89 12
kmheckel
spyx

Spyx: SNNs in JAX

677 135 14
anulum
sc-neurocore

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

599 3 0
Agnuxo1
holographic-reservoir

Holographic Reservoir Computing Framework (Simulation + Optional ASIC Hardware)

503 3 0
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.

463 2 0
lava-nc
lava-dl

Deep Learning library for Lava

403 178 78
SLAM-Lab
sanafe

Simulation of Advanced Neuromorphic Architectures for Fast Exploration

315 26 11
marcus-k
mnns

A Proof-of-Concept Memristive Nanowire Network Simulator.

275 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 in Python

256 4 0
lava-nc
lava-optimization

Neuromorphic mathematical optimization with Lava

184 66 28
ajayarunachalam
pynmsnn

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

159 34 8
lava-nc
lava-dnf

Dynamic Neural Fields with Lava

139 48 18
a-t-0
snncompare

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

94 2 0
imdd-task
imdd-task

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

54 7 1
fabrizio-ottati
misha

Simple and fast decoding of event cameras data to NumPy

34 1 0
a-t-0
snnalgocompare

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

4 2 0
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