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Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification

In recent years, some deep learning methods have been developed and applied to image classification applications, such as convolutional neuron network (CNN) and deep belief network (DBN). However they are suffering from some problems like local minima, slow convergence rate, and intensive human inte...

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Detalles Bibliográficos
Autores principales: Pang, Shan, Yang, Xinyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5005768/
https://www.ncbi.nlm.nih.gov/pubmed/27610128
http://dx.doi.org/10.1155/2016/3049632