Distributed Learning of CNNs on Heterogeneous CPU/GPU Architectures

The convolutional neural networks (CNNs) have proven to be powerful classification tools in tasks that range from check reading to medical diagnosis, reaching close to human perception, and in some cases surpassing it. However, the problems to solve are becoming larger and more complex, which transl...

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Bibliographic Details
Main Authors: Jose Marques, Gabriel Falcao, Luís A. Alexandre
Format: Article
Language:English
Published: Taylor & Francis Group 2018-11-01
Series:Applied Artificial Intelligence
Online Access:http://dx.doi.org/10.1080/08839514.2018.1508814