Top 26 spiking-neural-networks open source projects

Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control

Spiking neural network system

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

Brain models implementation with BrainPy

No description or website provided.

Liquid State Machines in Python and NEST

One-Shot Object Appearance Learning using Spiking Neural Networks

Implementation of a Spiking Neural Network in Tensorflow.

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.

CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.

Event-Based Angular Velocity Regression with Spiking Networks

Simulation of spiking neural networks (SNNs) using PyTorch.

OpenN@S: Open-source software to NAS automatic VHDL code generation

Synaptic Plasticity with Online Reinforcement learning

JAX-based Spiking Neural Network framework

Brain Dynamics Programming in Python

Deep learning for spiking neural networks

RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.

spiking-neural-networks

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

Data encoders

A brian2 extension to simulate spiking neural networks on GPUs

Python library for easy creation and running of spiking neural networks in tensorflow.

Deep learning integration for Nengo

Neural Simulator for AGI research and development