Spintronics-Based Neuromorphic Computing (Springer Tracts in Electrical and Electronics Engineering) - Couverture rigide

Bhowmik, Debanjan

Couverture rigide

ISBN 10 : 981974444X ISBN 13 : 9789819744442

Editeur : Springer, 2024

Synopsis

The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by researchers worldwide on this topic. The book includes an introductory chapter on nanomagnetism and spin physics and another on neural network algorithms (covering both the machine-learning and neuroscience aspects of these algorithms). These introductory chapters will help the readers build their background and truly appreciate the recent research results on spintronics-based neuromorphic computing, presented in the later chapters of the book. Various numerical simulation exercises are also provided in the book.

A propos du livre

À propos de l?auteur

Debanjan Bhowmik is an Associate Professor in the Department of Electrical Engineering at the Indian Institute of Technology Bombay. Earlier, he was an Assistant Professor in the Indian Institute of Technology Delhi from 2017 to 2021, and an Assistant Professor in the Indian Institute of Technology Bombay from 2022 to 2023. He completed his Ph.D. from the Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA, in 2015. He completed his B. Tech., Department of Electrical Engineering from the Indian Institute of Technology, Kharagpur, India, in 2010. His research areas are specialized energy-efficient hardware for artificial intelligence (neuromorphic computing), nanomagnetism and spintronics, computational neuroscience, and quantum computing for artificial intelligence/machine learning. He has published several research papers in international journals of repute in these areas.

À propos de la quatrième de couverture

The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by various researchers across the world on this topic. The book includes an introductory chapter on nanomagnetism and spin physics and another one on neural network algorithms (covering both the machine-learning and neuroscience aspects of these algorithms). These introductory chapters will help the readers build their background and truly appreciate the recent research results on spintronics-based neuromorphic computing, presented in the later chapters of the book. Various numerical simulation exercises are also provided in the book.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2024
• Langue: anglais
• ISBN 10: 981974444X
• ISBN 13: 9789819744442
• Reliure: Gebundene Ausgabe
• Nombre de pages: 141
• Coordonnées du fabricant: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Allemagne