Shimeng Yu
Neuro-inspired Computing Using Resistive Synaptic Devices
Paperback Engels 2018 9783319853680Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book summarizes the recent breakthroughs in hardware implementation of neuro-inspired computing using resistive synaptic devices. The authors describe how two-terminal solid-state resistive memories can emulate synaptic weights in a neural network. Readers will benefit from state-of-the-art summaries of resistive synaptic devices, from the individual cell characteristics to the large-scale array integration. This book also discusses peripheral neuron circuits design challenges and design strategies. Finally, the authors describe the impact of device non-ideal properties (e.g. noise, variation, yield) and their impact on the learning performance at the system-level, using a device-algorithm co-design methodology.
Specificaties
ISBN13:9783319853680
Taal:Engels
Bindwijze:Paperback
Uitgever:Springer International Publishing
Hoofdrubriek:Wetenschap en techniek, Computer en informatica
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