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Search results for pytorch spiking neural networks

spiking-neural-networks x

23 search results found

Bindsnet ⭐ 1,441

Simulation of spiking neural networks (SNNs) using PyTorch.

Spikingjelly ⭐ 1,123

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

Snntorch ⭐ 935

Deep and online learning with spiking neural networks in Python

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

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

Snn_angular_velocity ⭐ 87

Event-Based Angular Velocity Regression with Spiking Networks

Awesome Snn ⭐ 70

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

Spiketorch ⭐ 69

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

Pytorch Spiking Yolov3 ⭐ 65

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

Deep learning for spiking neural networks

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

Pytorch Spiking ⭐ 32

Spiking neuron integration for PyTorch

Bindsnet ⭐ 28

Simulation of spiking neural networks (SNNs) using PyTorch.

Spikingformer ⭐ 27

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

Hybrid Snn Conversion ⭐ 26

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

Signalpropagation ⭐ 23

Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)

Vprtempo ⭐ 20

Code for VPRTempo, our temporally encoded spiking neural network for visual place recognition.

Spiking_resnet ⭐ 18

Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks

Spiking Ddpg Mapless Navigation ⭐ 17

Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.

Spikingformer Cml ⭐ 14

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

Syops Counter ⭐ 10

SyOPs counter for spiking neural networks

A tiny Spiking neural network library implemented by BindsNet.

Direct Training Snn ⭐ 8

This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch

eve-mli: making learning interesting

Pymonntorch ⭐ 6

Pytorch-adapted version of PymoNNto

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