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Книга Neuro-inspired Computing Using Resistive Synaptic Devices Shimeng Yu

Neuro-inspired Computing Using Resistive Synaptic Devices

Автор: Shimeng Yu
Език: Английски език
Корици: С меки корици
Издател: Springer International Publishing AG
Наличност: Външен склад
Изпращаме след 8-11 дни
147.16 € 287.82 лв
This book summarizes the recent breakthroughs in hardware implementation of neuro-inspired computing...

Информация за книгата

Автор
Shimeng Yu
Език
Английски език
Корици
Книга - С меки корици
Издадена
2018
страници
269
EAN
9783319853680
Enbook ID
20119461
Издател
Springer International Publishing AG
Теглоt
4853
Размери
155 x 235 x 15

Пълно описание

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.

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