VLSI and Hardware Implementations using Modern Machine Learning Methods - Tapa dura

 
9781032061719: VLSI and Hardware Implementations using Modern Machine Learning Methods
Tapa dura
ISBN 10: 1032061715 ISBN 13: 9781032061719
Editorial: CRC Press, 2021

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Sandeep Saini

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
CRC Press
Año de publicación
2021
Idioma
Inglés
ISBN 10 
1032061715
ISBN 13 
9781032061719
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
312
Editor
Saini Sandeep, Lata Kusum, Sinha G.R.
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9781032061726: VLSI and Hardware Implementations using Modern Machine Learning Methods

Edición Destacada

ISBN 10:  1032061723 ISBN 13:  9781032061726
Editorial: CRC Press, 2024
Tapa blanda