spiking-neural-networks topic

List spiking-neural-networks repositories

snn_angular_velocity

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Event-Based Angular Velocity Regression with Spiking Networks

spiketorch

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

LSNN-official

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Long short-term memory Spiking Neural Networks

models

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This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.

hybrid-snn-conversion

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Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

norse

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Deep learning for spiking neural networks

Spiking-Neural-Network

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Basic SNN propogating spikes between LIF neurons

Spiking-Restricted-Boltzmann-Machine

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

OpenNAS

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OpenN@S: Open-source software to NAS automatic VHDL code generation

sym-STDP-SNN

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Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule"