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Books > Computing & IT > Applications of computing > Artificial intelligence
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Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices (Hardcover, 1st ed. 2017)
Loot Price: R4,650
Discovery Miles 46 500
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Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices (Hardcover, 1st ed. 2017)
Series: Cognitive Systems Monographs, 31
Expected to ship within 12 - 19 working days
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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.
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