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Paperback Number Systems for Deep Neural Network Architectures Book
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ISBN: 3031381351

ISBN13: 9783031381355

Number Systems for Deep Neural Network Architectures

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Book Overview

This book provides readers a comprehensive introduction to alternative number systems for more efficient representations of Deep Neural Network (DNN) data. Various number systems (conventional/unconventional) exploited for DNNs are discussed, including Floating Point (FP), Fixed Point (FXP), Logarithmic Number System (LNS), Residue Number System (RNS), Block Floating Point Number System (BFP), Dynamic Fixed-Point Number System (DFXP) and Posit...

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Computers Computers & Technology Engineering Math Mathematics Science & Math Technology

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