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Search results for machine learning spiking neural networks
machine-learning
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spiking-neural-networks
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21 search results found
Bindsnet
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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
Norse
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580
Deep learning with spiking neural networks (SNNs) in PyTorch.
Pysnn
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118
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
Ngc Learn
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71
NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning 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.
Norse
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58
Deep learning for spiking neural networks
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.
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
Bindsnet
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28
Simulation of spiking neural networks (SNNs) using PyTorch.
Signalpropagation
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23
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
Net
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23
Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.
Spiking_resnet
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18
Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks
Snn_object_recognition
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17
One-Shot Object Appearance Learning using Spiking Neural Networks
Ml_genn
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17
A library for deep learning with Spiking Neural Networks (SNN).
Lsnn Official
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13
Long short-term memory Spiking Neural Networks
Spikernn
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13
Pynmsnn
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11
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
Noisy Spiking Neuron Nets
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8
Official repo of Noisy Spiking Neural Networks
Spikes
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5
A Spiking Neural Network framework with SNNML parser written in Python
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1-21 of 21 search results
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