Produktbild: In-Memory Computing

In-Memory Computing

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Synthesis and Optimization

ISBN: 3030180255
ISBN 13: 9783030180256
Autor: Shirinzadeh, Saeideh/Drechsler, Rolf
Verlag: Springer Verlag GmbH
Umfang: xi, 115 S., 17 s/w Illustr., 12 farbige Illustr., 115 p. 29 illus., 12 illus. in color.
Erscheinungsdatum: 03.06.2019
Auflage: 1/2020
Produktform: Gebunden/Hardback
Einband: Gebunden

This book describes a comprehensive approach for synthesis and optimization of logic-in-memory computing hardware and architectures using memristive devices, which creates a firm foundation for practical applications. Readers will get familiar with a new generation of computer architectures that potentially can perform faster, as the necessity for communication between the processor and memory is surpassed. The discussion includes various synthesis methodologies and optimization algorithms targeting implementation cost metrics including latency and area overhead as well as the reliability issue caused by short memory lifetime. – Presents a comprehensive synthesis flow for the emerging field of logic-in-memory computing; Describes automated compilation of programmable logicinmemory computer architectures; Includes several effective optimization algorithm also applicable to classical logic synthesis; Investigates unbalanced write traffic in logicinmemory architectures and describes wear leveling approaches to alleviate it.

Artikelnummer: 6987283 Kategorie:

Beschreibung

Autorenporträt

Saeideh Shirinzadeh received the B.Sc. (2010) and M.Sc. (2012) degrees in Electrical Engineering from University of Guilan, Iran. She is currently pursuing the Ph.D. degree at the group of computer architecture, University of Bremen, Germany. Her research interests include logic synthesis, in-memory computing, multi-objective optimization, and evolutionary computation. Rolf Drechsler received the Diploma and Dr. Phil. Nat. degrees in computer science from J.W. Goethe University Frankfurt am Main, Frankfurt am Main, Germany, in 1992 and 1995, respectively. He was with the Institute of Computer Science, Albert-Ludwigs University, Freiburg im Breisgau, Germany, from 1995 to 2000, and with the Corporate Technology Department, Siemens AG, Munich, Germany, from 2000 to 2001. Since October 2001, he has been with the University of Bremen, Bremen, Germany, where he is currently a Full Professor and the Head of the Group for Computer Architecture, Institute of Computer Science. In 2011, he additionally became the Director of the Cyber-Physical Systems group at the German Research Center for Artificial Intelligence (DFKI) in Bremen. His current research interests include the development and design of data structures and algorithms with a focus on circuit and system design. He is an IEEE Fellow.

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