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Development of a LeNet-5 Gas Identification CNN Structure for Electronic Noses

A new LeNet-5 gas identification convolutional neural network structure for electronic noses is proposed and developed in this paper. Inspired by the tremendous achievements made by convolutional neural networks in the field of computer vision, the LeNet-5 was adopted and improved for a 12-sensor ar...

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Detalles Bibliográficos
Autores principales: Wei, Guangfen, Li, Gang, Zhao, Jie, He, Aixiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339057/
https://www.ncbi.nlm.nih.gov/pubmed/30626158
http://dx.doi.org/10.3390/s19010217