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MessagePosté le: Jeu 6 Juil - 14:45 (2017)    Sujet du message: Neuroinspired Computing Using Resistive Synaptic Devices Répondre en citant




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.



Details:
rank:
price: $110.93
bound:
publisher: Springer; 1st ed. 2017 edition (April 22, 2017)
lang: English
asin:
isbn: 3319543121, 978-3319543123,
weight: 1.4 pounds (
filesize:




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