國立高雄大學圖資館 |

Language: English

Back

Electric-double-layer coupled oxide-...

SpringerLink (Online service)

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 studiesby Changjin Wan.
Author:	Wan, Changjin.
Published:	Singapore :Springer Singapore :2019.
Description:	xxi, 107 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Neuromorphics.
Online resource:	https://doi.org/10.1007/978-981-13-3314-9
ISBN:	9789811333149$q(electronic bk.)

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$q(electronic bk.)

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

722871
Neuromorphics.

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

Dewey Class. No.: 660.63

Electric-double-layer coupled oxide-based neuromorphic transistors studies
LDR:02525nmm a2200337 a 4500 001 555163
003 DE-He213
005 20190624134950.0
006 m d
007 cr nn 008maaau
008 191121s2019 si s 0 eng d
020 $a 9789811333149$q(electronic bk.)
020 $a 9789811333132$q(paper)
024 7 $a 10.1007/978-981-13-3314-9 $2 doi
035 $a 978-981-13-3314-9
040 $a GP $c GP
041 0 $a eng
050 4 $a TA164.4 $b .W363 2019
072 7 $a TJFD $2 bicssc
072 7 $a TEC021000 $2 bisacsh
072 7 $a TJFD $2 thema
082 0 4 $a 660.63 $2 23
090 $a TA164.4 $b .W244 2019
100 1 $a Wan, Changjin. $3 837212
245 1 0 $a Electric-double-layer coupled oxide-based neuromorphic transistors studies $h [electronic resource] / $c by Changjin Wan.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2019.
300 $a xxi, 107 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer theses, $x 2190-5053
505 0 $a 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.
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.
650 0 $a Neuromorphics. $3 722871
650 0 $a Transistors. $3 200135
650 1 4 $a Optical and Electronic Materials. $3 274099
650 2 4 $a Solid State Physics. $3 376486
650 2 4 $a Biomaterials. $3 274415
650 2 4 $a Neurosciences. $3 211508
650 2 4 $a Electronic Circuits and Devices. $3 495609
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Springer theses. $3 557607
856 4 0 $u https://doi.org/10.1007/978-981-13-3314-9
950 $a Chemistry and Materials Science (Springer-11644)