Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices

Language: English

Published by Springer India Jan 2017, 2017

8132237013 / 9788132237013

Series: Book 19 of 31 - Cognitive Systems Monographs

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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Hardcover

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 228 pp. Englisch.…

Seller Inventory # 9788132237013

Title
Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices
Author
Manan Suri
Publisher
Springer India Jan 2017
Publication year
2017
Condition
Neu
Binding
Buch
Language
English
ISBN 10
8132237013
ISBN 13
9788132237013
Item weight
512 grams
Dimensions
241x160x18 mm
Series
Book 19 of 31: Cognitive Systems Monographs

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

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