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Electric-double-layer coupled oxide-...

Wan, Changjin.

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Electric-double-layer coupled oxide-based neuromorphic transistors studies

Record Type:	Electronic resources : Monograph/item
Title/Author:	Electric-double-layer coupled oxide-based neuromorphic transistors studies/ by Changjin Wan.
Author:	Wan, Changjin.
Published:	Singapore :Springer Singapore : : 2019.,
Description:	xxi, 107 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Fabrications and characterizations of oxide-based EDL transistors -- Synaptic emulations based on oxide-based EDL transistors -- Neuromorphic computing applications based on oxide-based EDL transistors -- Summary and prospect.
Contained By:	Springer eBooks
Subject:	Neuromorphics. -
Online resource:	https://doi.org/10.1007/978-981-13-3314-9
ISBN:	9789811333149

Electric-double-layer coupled oxide-based neuromorphic transistors studies
Wan, Changjin.

Electric-double-layer coupled oxide-based neuromorphic transistors studies[electronic resource] /by Changjin Wan. - Singapore :Springer Singapore :2019. - xxi, 107 p. :ill., digital ;24 cm. - Springer theses,2190-5053. - Springer theses..

Introduction -- Fabrications and characterizations of oxide-based EDL transistors -- Synaptic emulations based on oxide-based EDL transistors -- Neuromorphic computing applications based on oxide-based EDL transistors -- Summary and prospect.

This book focuses on essential synaptic plasticity emulations and neuromorphic computing applications realized with the aid of three-terminal synaptic devices based on ion-coupled oxide-based electric-double-layer (EDL) transistors. To replicate the robust, plastic and fault-tolerant computational power of the human brain, the emulation of essential synaptic plasticity and computation of neurons/synapse by electronic devices are generally considered to be key steps. The book shows that the formation of an EDL at the dielectric/channel interface that slightly lags behind the stimuli can be attributed to the electrostatic coupling between ions and electrons; this mechanism underlies the emulation of short-term synaptic behaviors. Furthermore, it demonstrates that electrochemical doping/dedoping processes in the semiconducting channel by penetrated ions from electrolyte can be utilized for the emulation of long-term synaptic behaviors. Lastly, it applies these synaptic transistors in an artificial visual system to demonstrate the potential for constructing neuromorphic systems. Accordingly, the book offers a unique resource on understanding the brain-machine interface, brain-like chips, artificial cognitive systems, etc.

ISBN: 9789811333149

Standard No.: 10.1007/978-981-13-3314-9doiSubjects--Topical Terms:

2148709
Neuromorphics.

LC Class. No.: TA164.4 / .W363 2019

Dewey Class. No.: 660.63

Electric-double-layer coupled oxide-based neuromorphic transistors studies
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520 $a This book focuses on essential synaptic plasticity emulations and neuromorphic computing applications realized with the aid of three-terminal synaptic devices based on ion-coupled oxide-based electric-double-layer (EDL) transistors. To replicate the robust, plastic and fault-tolerant computational power of the human brain, the emulation of essential synaptic plasticity and computation of neurons/synapse by electronic devices are generally considered to be key steps. The book shows that the formation of an EDL at the dielectric/channel interface that slightly lags behind the stimuli can be attributed to the electrostatic coupling between ions and electrons; this mechanism underlies the emulation of short-term synaptic behaviors. Furthermore, it demonstrates that electrochemical doping/dedoping processes in the semiconducting channel by penetrated ions from electrolyte can be utilized for the emulation of long-term synaptic behaviors. Lastly, it applies these synaptic transistors in an artificial visual system to demonstrate the potential for constructing neuromorphic systems. Accordingly, the book offers a unique resource on understanding the brain-machine interface, brain-like chips, artificial cognitive systems, etc.
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