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Search results for machine learning snn
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11 search results found
Bindsnet
⭐
1,422
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
Open Neuromorphic
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114
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
Awesome Neuromorphic Hw
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75
Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
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.
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.
Spyx
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31
Spyx: Spiking Neural Networks in JAX
Spiking Neural Network
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30
Basic SNN propogating spikes between LIF neurons
Awesome Neuromorphic
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11
A curated list of awesome neuromorphic frameworks, libraries, resources, and other things
Noisy Spiking Neuron Nets
⭐
8
Official repo of Noisy Spiking Neural Networks
Snnmetrics
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7
Metrics for spiking neural networks based on torchmetrics
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