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brian2

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

snntorch

Deep and online learning with spiking neural networks in Python

spikingjelly

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

brainpylib

Brain Dynamics Programming in Python

sinabs

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

brainpy

Brain Dynamics Programming in Python

brainpylib-cu11x

Brain Dynamics Programming in Python

brainpylib-cu12x

Brain Dynamics Programming in Python

brian2genn

Brian 2 frontend to the GeNN simulator

scpn-quantum-control

Quantum simulation of coupled-oscillator synchronisation on IBM Heron r2 (156 qubits). Rust-accelerated (5401×). 20/20 hardware experiments. CHSH S=2.165. First heterogeneous Kuramoto-XY on quantum hardware.

ngclearn

NGC-Learn: Computational Neuroscience Simulation and NeuroAI Design in Python

brian2cuda

A brian2 extension to simulate spiking neural networks on GPUs

spyx

Spyx: Spiking Neural Networks in JAX

norse

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

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

dendrify

Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.

brain-py

BrainPy: Brain Dynamics Programming in Python

brainscale

Enabling Scalable Online Learning for Brain Dynamics.

braintrace

Eligibility trace-based online learning for brain dynamics

pymonntorch

Pytorch-adapted version of PymoNNto

snntoolbox

Spiking neural network conversion toolbox

synaptic-ml

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

sc-neurocore

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

nengolib

Tools for robust dynamics in Nengo