A Modular Approach to Construction of Spiking Neural Networks

In this paper, we propose a modular approach to construction of multi-layer spiking neural networks with a Coulomb energy function based learning algorithm for training each module. In this approach, a single-layer spiking neural network is constructed and trained with the Coulomb energy function ba...

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Bibliographic Details

Published in:	Proceedings of ... International Joint Conference on Neural Networks pp. 1 - 8
Main Authors:	Lee, Kyunghee, Shi, Hongchi
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2019
Subjects:	Biological neural networks Classification algorithms Coulomb energy function Delays Firing learning algorithm modular approach Neurons Potential energy SpikeProp spiking neural networks Training
ISSN:	2161-4407
Online Access:	Get full text
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