Number Systems for Deep Neural Network Architectures
2024 ed.
Book Details
Format
Hardback or Cased Book
ISBN-10
3031381327
ISBN-13
9783031381324
Edition
2024 ed.
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Sep 2nd, 2023
Print length
94 Pages
Product Classification:
Mathematical modellingEmbedded systemsComputer architecture & logic design
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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 Number System (PNS).
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