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Evolving Deep Architecture Generation with Residual Connections for Image Classification Using Particle Swarm Optimization

Automated deep neural architecture generation has gained increasing attention. However, exiting studies either optimize important design choices, without taking advantage of modern strategies such as residual/dense connections, or they optimize residual/dense networks but reduce search space by elim...

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Detalles Bibliográficos
Autores principales: Lawrence, Tom, Zhang, Li, Rogage, Kay, Lim, Chee Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659893/
https://www.ncbi.nlm.nih.gov/pubmed/34883940
http://dx.doi.org/10.3390/s21237936