Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices PDF
By:Manan Suri
Published on 2017-02-24 by Springer
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 readers a bidirectional (top-down and bottom-up) perspective on designing efficient bio-inspired hardware. At the nanodevice level, it focuses on various flavors of emerging resistive memory (RRAM) technology. At the algorithm level, it addresses optimized implementations of supervised and stochastic learning paradigms such as: spike-time-dependent plasticity (STDP), long-term potentiation (LTP), long-term depression (LTD), extreme learning machines (ELM) and early adoptions of restricted Boltzmann machines (RBM) to name a few. The contributions discuss system-level power/energy/parasitic trade-offs, and complex real-world applications. The book is suited for both advanced researchers and students interested in the field.
This Book was ranked at 40 by Google Books for keyword Computers Technology Programming novel.
Book ID of Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices's Books is d974DQAAQBAJ, Book which was written byManan Surihave ETAG "Nd+ujfElldY"
Book which was published by Springer since 2017-02-24 have ISBNs, ISBN 13 Code is 9788132237037 and ISBN 10 Code is 813223703X
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Book which have "210 Pages" is Printed at BOOK under CategoryTechnology and Engineering
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