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VLSI and Hardware Implementations using Modern Machine Learning Methods - Couverture rigide

 
9781032061719: VLSI and Hardware Implementations using Modern Machine Learning Methods
Couverture rigide
ISBN 10 : 1032061715 ISBN 13 : 9781032061719
Editeur : CRC Press, 2021

Synopsis

Machine learning is a potential solution to resolve bottleneck issues in VLSI via optimizing tasks in the design process. This book aims to provide the latest machine-learning–based methods, algorithms, architectures, and frameworks designed for VLSI design. The focus is on digital, analog, and mixed-signal design techniques, device modeling, physical design, hardware implementation, testability, reconfigurable design, synthesis and verification, and related areas. Chapters include case studies as well as novel research ideas in the given field. Overall, the book provides practical implementations of VLSI design, IC design, and hardware realization using machine learning techniques.

Features:

  • Provides the details of state-of-the-art machine learning methods used in VLSI design
  • Discusses hardware implementation and device modeling pertaining to machine learning algorithms
  • Explores machine learning for various VLSI architectures and reconfigurable computing
  • Illustrates the latest techniques for device size and feature optimization
  • Highlights the latest case studies and reviews of the methods used for hardware implementation

This book is aimed at researchers, professionals, and graduate students in VLSI, machine learning, electrical and electronic engineering, computer engineering, and hardware systems.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Sandeep Saini

À propos de la quatrième de couverture

This book aims to provide the latest machine learning based methods, algorithms, architectures, and frameworks designed for VLSI design with focus on digital, analog and mixed-signal design techniques, device modeling, physical design, hardware implementation, testability, reconfigurable design, synthesis and verification, and related areas.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2021
Langue
anglais
ISBN 10 
1032061715
ISBN 13 
9781032061719
Reliure
Relié
Nombre de pages
312
Éditeur
Saini Sandeep, Lata Kusum, Sinha G. R.
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

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