Name: Number Systems for Deep Neural Network Architectures
SKU: 64792390
Price: 54.82 EUR
Availability: InStock
Author: Baker Mohammad;Vasilis Sakellariou;Thanos Stouraitis;Mahmoud Al-Qutayri;Hani Saleh;Ghada Alsuhli
ISBN: 9783031381355

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Number Systems for Deep Neural Network Architectures

Type

Physical Book

Publisher

Springer International Publishing AG

Author

Baker Mohammad;Vasilis Sakellariou;Thanos Stouraitis;Mahmoud Al-Qutayri;Hani Saleh;Ghada Alsuhli

Collection

Synthesis Lectures on Engineering, Science, and Technology

Year

2024

Pages

Format

Paperback

Dimensions

24x16.8 cm

ISBN13

9783031381355

Number Systems for Deep Neural Network Architectures

Baker Mohammad;Vasilis Sakellariou;Thanos Stouraitis;Mahmoud Al-Qutayri;Hani Saleh;Ghada Alsuhli (Author) · Springer International Publishing AG · Paperback

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Synopsis "Number Systems for Deep Neural Network Architectures"

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).