Snn

BindsNETPython

A Python library for simulating spiking neural networks (SNNs) using PyTorch, geared towards biologically inspired machine learning.

SpyxJupyter Notebook

A compact spiking neural network library built on JAX and Haiku, offering high-performance training via surrogate gradient descent and neuroevolution.

SinabsPython

A PyTorch-based deep learning library for building and training spiking convolutional neural networks with hardware deployment support.

RockpoolPython

A Python library for building, training, and deploying spiking neural networks with support for multiple simulation backends and neuromorphic hardware.