Number systems for deep neural network architectures
Auteur :
Alsuhli, Ghada / Sakellariou, Vasilis / Saleh, Hani / Al-Qutayri, Mahmoud / Mohammad, Baker / Stouraitis, Thanos
Éditeur :
Springer International Publishing AG
ISBN :
9783031381355
Date de publication :
19 sept. 2024
Dimensions :
24,0 x 16,8 cm
Langue :
Anglais
Pays d'origine :
Suisse
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).