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Search results for neurons spiking neural networks
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spiking-neural-networks
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12 search results found
Bindsnet
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1,422
Simulation of spiking neural networks (SNNs) using PyTorch.
Spiking Neural Network
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434
Pure python implementation of SNN
Spiking Neural Network Snn With Pytorch Where Backpropagation Engenders Stdp
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192
What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.
Pysnn
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118
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
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.
Brainsimii
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63
Neural Simulator for AGI research and development
Awesome Computational Neuro Science
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42
A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
Brainmodels
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38
Brain models implementation with BrainPy
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.
Spikeflow
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20
Python library for easy creation and running of spiking neural networks in tensorflow.
Spiking Restricted Boltzmann Machine
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17
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
Spikenet.jl
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13
A spiking neural network simulator written in Julia.
Neuronpp
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6
Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
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