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Neuromorphic Computing and Beyond

Parallel, Approximation, Near Memory, and Quantum

  • Book
  • © 2020

Overview

  • Introduces in one volume all the trends that can be used to overcome Moore’s law limitations
  • Describes in detail Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing concepts, in a manner accessible to a wide variety of readers
  • Compares tradeoffs between the various paradigms discussed

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Table of contents (10 chapters)

Keywords

About this book

This book discusses and compares several new trends that can be used to overcome Moore’s law limitations, including Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing.  The author shows how these paradigms are used to enhance computing capability as developers face the practical and physical limitations of scaling, while the demand for computing power keeps increasing.  The discussion includes a state-of-the-art overview and the essential details of each of these paradigms.  

Authors and Affiliations

  • A Siemens Business, Mentor, Heliopolis, Egypt

    Khaled Salah Mohamed

About the author

Khaled Salah Mohamed attended the school of engineering, Department of Electronics and Communications at Ain-Shams University from 1998 to 2003, where he received his B.Sc. degree in Electronics and Communications Engineering with distinction and honors. He received his Masters degree in Electronics from Cairo University, Egypt in 2008. He received his PhD degree in 2012. Dr. Khaled Salah is currently a Technical Lead at the Emulation division at Mentor Graphic, Egypt. Dr. Khaled Salah has published a large number of papers in in the top refereed journals and conferences. His research interests are in 3D integration, IP Modeling, and SoC design.

Bibliographic Information

  • Book Title: Neuromorphic Computing and Beyond

  • Book Subtitle: Parallel, Approximation, Near Memory, and Quantum

  • Authors: Khaled Salah Mohamed

  • DOI: https://doi.org/10.1007/978-3-030-37224-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Hardcover ISBN: 978-3-030-37223-1Published: 26 January 2020

  • Softcover ISBN: 978-3-030-37226-2Published: 26 January 2021

  • eBook ISBN: 978-3-030-37224-8Published: 25 January 2020

  • Edition Number: 1

  • Number of Pages: XIV, 233

  • Number of Illustrations: 31 b/w illustrations, 148 illustrations in colour

  • Topics: Circuits and Systems, Cyber-physical systems, IoT, Processor Architectures

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