Spiking Neural Network Based on Cusp Catastrophe Theory

This paper addresses the problem of effective processing using third generation neural networks. The article features two new models of spiking neurons based on the cusp catastrophe theory. The effectiveness of the models is demonstrated with an example of a network composed of three neurons solving...

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Bibliographic Details
Main Authors: Huderek Damian, Szczęsny Szymon, Rato Raul
Format: Article
Language:English
Published: Sciendo 2019-09-01
Series:Foundations of Computing and Decision Sciences
Subjects:
Online Access:https://doi.org/10.2478/fcds-2019-0014