Optimized Deep Neural Networks for Real-Time Object Classification on Embedded GPUs

Convolution is the most computationally intensive task of the Convolutional Neural Network (CNN). It requires a lot of memory storage and computational power. There are different approaches to compute the solution of convolution and reduce its computational complexity. In this paper, a matrix multip...

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Detalles Bibliográficos
Main Authors: Syed Tahir Hussain Rizvi, Gianpiero Cabodi, Gianluca Francini
Formato: Artigo
Idioma:English
Publicado: MDPI AG 2017-08-01
Series:Applied Sciences
Subjects:
Acceso en liña:https://www.mdpi.com/2076-3417/7/8/826