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brian-team
brian2

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

44K 1K 284
jeshraghian
snntorch

Deep and online learning with spiking neural networks in Python

40K 2K 284
fangwei123456
spikingjelly

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

15K 2K 307
brainpy
brainpylib

Brain Dynamics Programming in Python

14K 678 107
synsense
sinabs

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

9K 114 13
brainpy
brainpy

Brain Dynamics Programming in Python

6K 678 107
brainpy
brainpylib-cu11x

Brain Dynamics Programming in Python

2K 678 107
brainpy
brainpylib-cu12x

Brain Dynamics Programming in Python

2K 678 107
brian-team
brian2genn

Brian 2 frontend to the GeNN simulator

2K 50 17
anulum
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.

1K 0 0
NACLab
ngclearn

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

1K 183 34
brian-team
brian2cuda

A brian2 extension to simulate spiking neural networks on GPUs

1K 73 21
kmheckel
spyx

Spyx: Spiking Neural Networks in JAX

851 135 14
norse
norse

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

786 795 99
BINDS-LAB-UMASS
bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

769 44 11
Poirazi-Lab
dendrify

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

710 44 7
PKU-NIP-Lab
brain-py

BrainPy: Brain Dynamics Programming in Python

589 679 107
chaobrain
brainscale

Enabling Scalable Online Learning for Brain Dynamics.

479 17 2
chaobrain
braintrace

Eligibility trace-based online learning for brain dynamics

441 17 2
cnrl
pymonntorch

Pytorch-adapted version of PymoNNto

411 12 0
NeuromorphicProcessorProject
snntoolbox

Spiking neural network conversion toolbox

404 395 108
HrishikeshRajulu
synaptic-ml

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

371 2 0
anulum
sc-neurocore

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

351 2 0
arvoelke
nengolib

Tools for robust dynamics in Nengo

277 30 5
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