Spiking Neural Networks Python Packages

brian2

Brian is a free, open source simulator for spiking neural networks.

snntorch

Deep and online learning with spiking neural networks in Python

snn-opt

A spiking neural network solver for constrained convex optimization.

creating-intelligence

A computational foundation for AGI, based on hyperdimensional computing and framed in set theory.

spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

brainpylib

Brain Dynamics Programming in Python

brainpy

Brain Dynamics Programming in Python

sparq-triage

SPARQ: spiking physics-in-the-loop autonomous reinforcement triage of single-photon emitters. HBT histogram twin, exact master-equation references, spiking estimators and closed-loop RL.

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

spikeforge

Spiking neural network (SNN) toolkit for spike encoding, LIF model training, NIR export, inference, and deployment with PyTorch and snnTorch.

sinabs

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

brian2genn

Brian 2 frontend to the GeNN simulator

spikeforge-serve

Spiking neural network (SNN) toolkit for spike encoding, LIF model training, NIR export, inference, and deployment with PyTorch and snnTorch.

spikeforge-server

Spiking neural network (SNN) toolkit for spike encoding, LIF model training, NIR export, inference, and deployment with PyTorch and snnTorch.

brian2cuda

A brian2 extension to simulate spiking neural networks on GPUs

spikeforge-targets

Spiking neural network (SNN) toolkit for spike encoding, LIF model training, NIR export, inference, and deployment with PyTorch and snnTorch.

spikeforge-hub

Spiking neural network (SNN) toolkit for spike encoding, LIF model training, NIR export, inference, and deployment with PyTorch and snnTorch.

spikeforge-io

Spiking neural network (SNN) toolkit for spike encoding, LIF model training, NIR export, inference, and deployment with PyTorch and snnTorch.

neurosush

Brain-inspired AI in PyTorch: simulate spiking neural networks (LIF/AdEx, STDP, dendrites, delays) on GPU and build Thousand Brains / HTM models (spatial pooler, temporal memory, grid cells, active dendrites, predictive coding)

sc-neurocore

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

scpn-quantum-control

Evidence-governed quantum simulation of coupled-oscillator synchronisation — Kuramoto–XY workloads on Superconducting Computers, raw counts + hash-bound result packs, preregistered protocols.

polystep

Training non-differentiable networks via optimal transport.

norse

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

spikeforge-clients

Spiking neural network (SNN) toolkit for spike encoding, LIF model training, NIR export, inference, and deployment with PyTorch and snnTorch.