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Memristor-Based Nanoelectronic Computing Circuits and Architectures

Foreword by Leon Chua

  • Book
  • © 2016

Overview

Authors:
  1. Ioannis Vourkas

    1. Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece

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  2. Georgios Ch. Sirakoulis

    1. Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece

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    You can also search for this author in PubMed   Google Scholar

  • Brings together a series of topics of memristive devices, circuits, and computational systems which were never previously studied and analyzed in a single volume
  • Presents a comprehensive review of the most recognized memristive Boolean logic design concepts which are based on collective memristive dynamics and support parallel processing of input signals
  • Provides a summary of research results on applications of memristors and sets off the merits when memristors are used either as two-state switches or as analog devices in computing
  • Written in a simple language accessible by scientists, researchers, engineers, as well as undergraduate students
  • Includes supplementary material: sn.pub/extras

Part of the book series: Emergence, Complexity and Computation (ECC, volume 19)

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Table of contents (8 chapters)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Memristor Fundamentals

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 1-8

  3. Memristor Modeling

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 9-28

  4. Dynamic Response of Multiple Interconnected Memristors

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 29-59

  5. Memristor-Based Logic Circuits

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 61-100

  6. Memristive Crossbar-Based Nonvolatile Memory

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 101-147

  7. High-Radix Arithmetic-Logic Unit (ALU) Based on Memristors

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 149-172

  8. Networks of Memristors and Memristive Components

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 173-198

  9. Memristive Computing for NP-Hard AI Problems

    • Ioannis Vourkas, Georgios Ch. Sirakoulis
    Pages 199-241
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Keywords

About this book

This book considers the design and development of nanoelectronic computing circuits, systems and architectures focusing particularly on memristors, which represent one of today’s latest technology breakthroughs in nanoelectronics. The book studies, explores, and addresses the related challenges and proposes solutions for the smooth transition from conventional circuit technologies to emerging computing memristive nanotechnologies. Its content spans from fundamental device modeling to emerging storage system architectures and novel circuit design methodologies, targeting advanced non-conventional analog/digital massively parallel computational structures. Several new results on memristor modeling, memristive interconnections, logic circuit design, memory circuit architectures, computer arithmetic systems, simulation software tools, and applications of memristors in computing are presented. High-density memristive data storage combined with memristive circuit-design paradigms and computational tools applied to solve NP-hard artificial intelligence problems, as well as memristive arithmetic-logic units, certainly pave the way for a very promising memristive era in future electronic systems. Furthermore, these graph-based NP-hard problems are solved on memristive networks, and coupled with Cellular Automata (CA)-inspired computational schemes that enable computation within memory. All chapters are written in an accessible manner and are lavishly illustrated. The book constitutesan informative cornerstone for young scientists and a comprehensive reference to the experienced reader, hoping to stimulate further research on memristive devices, circuits, and systems.

Authors and Affiliations

  • Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece

    Ioannis Vourkas, Georgios Ch. Sirakoulis

Bibliographic Information

  • Book Title: Memristor-Based Nanoelectronic Computing Circuits and Architectures

  • Book Subtitle: Foreword by Leon Chua

  • Authors: Ioannis Vourkas, Georgios Ch. Sirakoulis

  • Series Title: Emergence, Complexity and Computation

  • DOI: https://doi.org/10.1007/978-3-319-22647-7

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2016

  • Hardcover ISBN: 978-3-319-22646-0Published: 03 September 2015

  • Softcover ISBN: 978-3-319-37359-1Published: 23 August 2016

  • eBook ISBN: 978-3-319-22647-7Published: 26 August 2015

  • Series ISSN: 2194-7287

  • Series E-ISSN: 2194-7295

  • Edition Number: 1

  • Number of Pages: XXV, 241

  • Number of Illustrations: 17 b/w illustrations, 100 illustrations in colour

  • Topics: Complexity, Circuits and Systems, Nanotechnology and Microengineering, Electronic Circuits and Devices

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