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Książka Neuro-inspired Computing Using Resistive Synaptic Devices Shimeng Yu

Neuro-inspired Computing Using Resistive Synaptic Devices

Autor: Shimeng Yu
Język: Angielski
Oprawa: Twarda
Wydawca: Springer International Publishing AG
Dostępność: Na zamówienie
Wysyłamy za 17-27 dni
659.91 zł
This book summarizes the recent breakthroughs in hardware implementation of neuro-inspired computing...

Informacje o książce

Autor
Shimeng Yu
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2017
strony
269
EAN
9783319543123
ISBN
3319543121
Enbook ID
15802760
Wydawca
Springer International Publishing AG
Waga
704
Wymiary
155 x 235 x 20

Pełny opis

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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