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Kniha Analog Current-Mode Computational Circuits for Artificial Neural Networks Cosmin Radu Popa

Analog Current-Mode Computational Circuits for Artificial Neural Networks

Autor: Cosmin Radu Popa
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer-Verlag GmbH
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
119.62 €
This book discusses in detail low-voltage low-power designs for minimizing the hardware resources re...

Informácie o knihe

Autor
Cosmin Radu Popa
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2026
Stránok
424
EAN
9783032039880
ISBN
3032039886
Enbook ID
49299754
Vydavateľ
Springer-Verlag GmbH
Hmotnosť
819

Kompletný popis

This book discusses in detail low-voltage low-power designs for minimizing the hardware resources required by neural network implementations. The novel method presented in this book for an accurate realization of activation functions for artificial neural networks (ANNs), is based on specific superior-order approximation functions. The author describes analog implementations in CMOS technology to increase the speed of operation, while reducing the hardware resources required for obtaining these approximation functions. Original architectures presented in this book, used for implementing previous CMOS computational structures, allow for operation independent of technological errors and temperature variations. SPICE simulations confirm the theoretically estimated results for previously presented CMOS computational structures, developed  for ANNs and artificial intelligence applications.

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