Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices

This book covers all major aspects of cutting-edge research in the field of neuromorphic hardware engineering involving emerging nanoscale devices. Special emphasis is given to leading works in hybrid low-power CMOS-Nanodevice design. The book offers read

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Manan Suri Editor

Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices

Cognitive Systems Monographs Volume 31

Series editors Rüdiger Dillmann, University of Karlsruhe, Karlsruhe, Germany e-mail: [email protected] Yoshihiko Nakamura, Tokyo University, Tokyo, Japan e-mail: [email protected] Stefan Schaal, University of Southern California, Los Angeles, USA e-mail: [email protected] David Vernon, University of Skövde, Skövde, Sweden e-mail: [email protected]

About this Series The Cognitive Systems Monographs (COSMOS) publish new developments and advances in the fields of cognitive systems research, rapidly and informally but with a high quality. The intent is to bridge cognitive brain science and biology with engineering disciplines. It covers all the technical contents, applications, and multidisciplinary aspects of cognitive systems, such as Bionics, System Analysis, System Modelling, System Design, Human Motion, Understanding, Human Activity Understanding, Man-Machine Interaction, Smart and Cognitive Environments, Human and Computer Vision, Neuroinformatics, Humanoids, Biologically motivated systems and artefacts Autonomous Systems, Linguistics, Sports Engineering, Computational Intelligence, Biosignal Processing, or Cognitive Materials as well as the methodologies behind them. Within the scope of the series are monographs, lecture notes, selected contributions from specialized conferences and workshops.

Advisory Board Heinrich H. Bülthoff, MPI for Biological Cybernetics, Tübingen, Germany Masayuki Inaba, The University of Tokyo, Japan J.A. Scott Kelso, Florida Atlantic University, Boca Raton, FL, USA Oussama Khatib, Stanford University, CA, USA Yasuo Kuniyoshi, The University of Tokyo, Japan Hiroshi G. Okuno, Kyoto University, Japan Helge Ritter, University of Bielefeld, Germany Giulio Sandini, University of Genova, Italy Bruno Siciliano, University of Naples, Italy Mark Steedman, University of Edinburgh, Scotland Atsuo Takanishi, Waseda University, Tokyo, Japan

More information about this series at http://www.springer.com/series/8354

Manan Suri Editor

Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices

123

Editor Manan Suri Department of Electrical Engineering Indian Institute of Technology Delhi New Delhi, Delhi India

ISSN 1867-4925 Cognitive Systems Monographs ISBN 978-81-322-3701-3 DOI 10.1007/978-81-322-3703-7

ISSN 1867-4933

(electronic)

ISBN 978-81-322-3703-7

(eBook)

Library of Congress Control Number: 2016958977 © Springer (India) Pvt. Ltd. 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names,