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Neuromorphic Computing Python Packages

Python packages with the GitHub topic neuromorphic-computing. Sorted by relevance, with stars and monthly downloads.
duguyue100
pyaer

Low-level Python APIs for Accessing Neuromorphic Devices.

2K 26 4
Dynex-Development
dynex

Dynex SDK

1K 3 1
lava-nc
lava-nc

A Software Framework for Neuromorphic Computing

1K 721 174
666DZY666
micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

938 2K 474
Twistient
holovec

Holographic vectors you can compute with. Bind structure, bundle sets, unbind components cross NumPy, PyTorch, and JAX.

621 6 1
anulum
sc-neurocore

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

581 3 0
Agnuxo1
pixelflow-rc

GPU texture reservoir computing — fragment-shader cellular automata with linear readouts for image classification and PDE solving. Honest benchmarks, CPU/OpenGL/CUDA backends.

444 2 0
lava-nc
lava-dl

Deep Learning library for Lava

414 178 78
danielathome19
pyorganoid

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

290 9 1
HrishikeshRajulu
synaptic-ml

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

287 3 0
neuroptimiser
neuroptimiser

A modular and asynchronous framework for neuromorphic optimisation using spike-driven metaheuristics and heuristic-controlled spiking dynamics.

239 2 1
AdamDHines
lens-vpr

LENS: Locational Encoding with Neuromorphic Systems

226 25 3
lava-nc
lava-optimization

Neuromorphic mathematical optimization with Lava

191 66 28
cplab
sapicore

A framework for spiking neural network modeling.

173 5 2
ajayarunachalam
pynmsnn

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

161 34 8
lava-nc
lava-dnf

Dynamic Neural Fields with Lava

146 48 18
PGI15
snnax

Spiking neural networks in JAX with equinox.

68 31 8
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