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lasagne-layers

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vikram-mm / Spiking-Neural-Network---Theano-Framework

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Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time Dependant Plasticity (STDP)- an alternate to gradient descent. This repository contains layers built on top of Lasagne layers for spiking neural networks. This is the first implementation of spiking neural networ…

spike spiking-neural-networks tensor spike-time-dependent-plasticity snn stdp lasagne-layers
  • Updated Aug 2, 2017
  • Python

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