Image Classification Using Biomimetic Pattern Recognition with Convolutional Neural Networks Features

As a typical deep-learning model, Convolutional Neural Networks (CNNs) can be exploited to automatically extract features from images using the hierarchical structure inspired by mammalian visual system. For image classification tasks, traditional CNN models employ the softmax function for classific...

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Detalles Bibliográficos
Autores principales: Zhou, Liangji, Li, Qingwu, Huo, Guanying, Zhou, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5337794/
https://www.ncbi.nlm.nih.gov/pubmed/28316614
http://dx.doi.org/10.1155/2017/3792805

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5337794/
https://www.ncbi.nlm.nih.gov/pubmed/28316614
http://dx.doi.org/10.1155/2017/3792805

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