Fast-DENSER: Fast Deep Evolutionary Network Structured Representation

This paper introduces a grammar-based general purpose framework for the automatic search and deployment of potentially Deep Artificial Neural Networks (DANNs). The approach is known as Fast Deep Evolutionary Network Structured Representation (Fast-DENSER) and is capable of simultaneously optimising...

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Detalhes bibliográficos
Autor principal: Assunção, Filipe (author)
Outros Autores: Lourenço, Nuno (author), Ribeiro, Bernardete (author), Machado, Penousal (author)
Formato: article
Idioma:eng
Publicado em: 2021
Assuntos:
Artificial Neural Networks
Automated machine learning
NeuroEvolution
Texto completo:http://hdl.handle.net/10316/100856
País:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/100856

Texto Completo

http://hdl.handle.net/10316/100856

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