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Deep Learning: Hardware Design

Deep Learning: Hardware Design
Paperback
Authors:
ALBERT. LIU
Albert Liu Oscar Law
Publisher:
Independently Published
Release Date:
2020
ISBN-13:
9798668283231

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About Deep Learning: Hardware Design

2nd edition. With the Convolutional Neural Network (CNN) breakthrough in 2012, the deep learning is widely applied to our daily life, automotive, retail, healthcare and finance. In 2016, Alpha Go with ReinforcementLearning (RL) further proves new Artificial Intelligent (AI) revolution gradually changes our society, likepersonal computer (1977), internet (1994) and smartphone (2007) before. However, most of effortfocuses on software development and seldom addresses the hardware challenges:* Big input data* Deep neural network* Massive parallel processing* Reconfigurable network* Memory bottleneck* Intensive computation* Network pruning* Data sparsityThis book reviews various hardware designs…

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