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Search results for pytorch snn
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14 search results found
Bindsnet
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1,444
Simulation of spiking neural networks (SNNs) using PyTorch.
Spikingjelly
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1,123
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
Snntorch
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935
Deep and online learning with spiking neural networks in Python
Awesome Snn
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70
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
Spiketorch
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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
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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.
Sinabs
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56
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
Rockpool
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37
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
Spikingformer
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27
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
Hybrid Snn Conversion
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26
Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
Es Imagenet Master
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23
code for generating data set ES-ImageNet with corresponding training code
Spiking Ddpg Mapless Navigation
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17
Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
Spikingformer Cml
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14
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
Snnlibpy
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9
A tiny Spiking neural network library implemented by BindsNet.
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