Erschienen: 11.05.2017 Abbildung von Yu | Neuro-inspired Computing Using Resistive Synaptic Devices | 2017

Yu

Neuro-inspired Computing Using Resistive Synaptic Devices

lieferbar (3-5 Tage)

149,79 €

inkl. Mwst.

2017. Buch. Book. Hardcover

Springer-Verlag GmbH. ISBN 978-3-319-54312-3

Format (B x L): 15.9 x 24.1 cm

Gewicht: 550 g

In englischer Sprache

Produktbeschreibung

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.

Autoren

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