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Könyv Neuro-inspired Computing Using Resistive Synaptic Devices Shimeng Yu

Neuro-inspired Computing Using Resistive Synaptic Devices

Szerző: Shimeng Yu
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
53 484 Ft
This book summarizes the recent breakthroughs in hardware implementation of neuro-inspired computing...

Információk a könyvről

Szerző
Shimeng Yu
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2017
oldal
269
EAN
9783319543123
ISBN
3319543121
Enbook ID
15802760
Kiadó
Springer International Publishing AG
Súly
704
Méretek
155 x 235 x 20

Teljes leírás

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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