Optimization of Deep Neural Networks Using SoCs with OpenCL

Optimization of Deep Neural Networks Using SoCs with OpenCL

In the optimization of deep neural networks (DNNs) via evolutionary algorithms (EAs) and the implementation of the training necessary for the creation of the objective function, there is often a trade-off between efficiency and flexibility. Pure software solutions implemented on general-purpose proc...

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Bibliographic Details
Main Authors: Rafael Gadea-Gironés, Ricardo Colom-Palero, Vicente Herrero-Bosch
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
evolutionary computation
embedded system
FPGA
deep neural networks
OpenCL
SoC
Online Access:http://www.mdpi.com/1424-8220/18/5/1384

Internet

http://www.mdpi.com/1424-8220/18/5/1384

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