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 Author: Huderek, Damian (author)
Other Authors: Szczȩsny, Szymon (author), Rato, Raul (author)
Format: article
Language:eng
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/10362/103321
Country:Portugal
Oai:oai:run.unl.pt:10362/103321