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Search results for python snn
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25 search results found
Snntorch
⭐
935
Deep and online learning with spiking neural networks in Python
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
⭐
56
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
Bee
⭐
46
The Spiking Reservoir (Liquid State Machine - LSM) Simulator
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.
Parametric Leaky Integrate And Fire Spiking Neuron
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34
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
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
Conv_snn
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23
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
Es Imagenet Master
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23
code for generating data set ES-ImageNet with corresponding training code
Snn
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22
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
Snns In Tensorflow
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20
Implementation of a Spiking Neural Network in Tensorflow.
Spikeflow
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20
Python library for easy creation and running of spiking neural networks in tensorflow.
Neurapse
⭐
20
Nuerapse simulations for SNNs
Spyker
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19
High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.
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.
Pop Spiking Deep Rl
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17
DRL with population coded spiking neural network for optimal and energy-efficient continuous control.
Simple Spiking Neural Network Stdp
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14
A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
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
⭐
9
A tiny Spiking neural network library implemented by BindsNet.
Noisy Spiking Neuron Nets
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8
Official repo of Noisy Spiking Neural Networks
Snnmetrics
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7
Metrics for spiking neural networks based on torchmetrics
Dct Snn
⭐
7
Code for DCT_SNN, an input encoding scheme for SNNs using DCT
Spikey
⭐
5
Malleable spiking neural network framework and training platform.
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