Implementation of a Learning Synapse and a Neuron for Pulse–coupled Neural Networks

Abstract

A new architecture of a learning synapse with on-chip learning and a neuron for pulse-coupled neural networks is presented. The main advantages of the proposed synapse are: continuous learning, easily adjustable parameters, compact design, low power and area consumption. This paper also contains results obtained from simulations performed with our model of… (More)

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