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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Detalhes bibliográficos
Autor principal: Huderek, Damian (author)
Outros Autores: Szczȩsny, Szymon (author), Rato, Raul (author)
Formato: article
Idioma:eng
Publicado em: 2020
Assuntos:
Texto completo:http://hdl.handle.net/10362/103321
País:Portugal
Oai:oai:run.unl.pt:10362/103321