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Search results for spike spiking neural networks

spiking-neural-networks x

12 search results found

Snntorch ⭐ 935

Deep and online learning with spiking neural networks in Python

Spiking Neural Network ⭐ 434

Pure python implementation of SNN

Spiketorch ⭐ 69

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

JAX-based Spiking Neural Network framework

Awesome Spiking Neural Networks ⭐ 43

A paper list of spiking neural networks, including papers, codes, and related websites.

Spiking Neural Network ⭐ 30

Basic SNN propogating spikes between LIF neurons

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

Snn_object_recognition ⭐ 17

One-Shot Object Appearance Learning using Spiking Neural Networks

Spiking Restricted Boltzmann Machine ⭐ 17

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

Spikingformer Cml ⭐ 14

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

Navis Tool ⭐ 5

Neuromorphic Auditory Visualizer Tool

Speech_spike_signatures ⭐ 5

Spiking neural networks (SNNs) for speech classification

A Spiking Neural Network framework with SNNML parser written in Python

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