國立虎尾科技大學 |

Electric-Double-Layer Coupled Oxide-Based Neuromorphic Transistors Studies

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Electric-Double-Layer Coupled Oxide-Based Neuromorphic Transistors Studies/ by Changjin Wan.
Author:	Wan, Changjin.
Description:	XXI, 107 p. 77 illus., 70 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Optical materials. -
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. - 1st ed. 2019. - XXI, 107 p. 77 illus., 70 illus. in color.online resource. - Springer Theses, Recognizing Outstanding Ph.D. Research,2190-5053. - Springer Theses, Recognizing Outstanding Ph.D. Research,.

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:

672695
Optical materials.

LC Class. No.: TA1750-1750.22

Dewey Class. No.: 620.11295

Electric-Double-Layer Coupled Oxide-Based Neuromorphic Transistors Studies
LDR:02936nam a22004095i 4500 001 1010144
003 DE-He213
005 20200703114448.0
007 cr nn 008mamaa
008 210106s2019 si | s |||| 0|eng d
020 $a 9789811333149 $9 978-981-13-3314-9
024 7 $a 10.1007/978-981-13-3314-9 $2 doi
035 $a 978-981-13-3314-9
050 4 $a TA1750-1750.22
072 7 $a TJFD $2 bicssc
072 7 $a TEC021020 $2 bisacsh
072 7 $a TJFD $2 thema
082 0 4 $a 620.11295 $2 23
082 0 4 $a 620.11297 $2 23
100 1 $a Wan, Changjin. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1304179
245 1 0 $a Electric-Double-Layer Coupled Oxide-Based Neuromorphic Transistors Studies $h [electronic resource] / $c by Changjin Wan.
250 $a 1st ed. 2019.
264 1 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2019.
300 $a XXI, 107 p. 77 illus., 70 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Springer Theses, Recognizing Outstanding Ph.D. Research, $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 Optical materials. $3 672695
650 0 $a Electronic materials. $3 1253592
650 0 $a Solid state physics. $3 641431
650 0 $a Biomaterials. $3 677000
650 0 $a Neurosciences. $3 593561
650 0 $a Electronic circuits. $3 563332
650 1 4 $a Optical and Electronic Materials. $3 593919
650 2 4 $a Solid State Physics. $3 768851
650 2 4 $a Electronic Circuits and Devices. $3 782968
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811333132
776 0 8 $i Printed edition: $z 9789811333156
830 0 $a Springer Theses, Recognizing Outstanding Ph.D. Research, $x 2190-5053 $3 1253569
856 4 0 $u https://doi.org/10.1007/978-981-13-3314-9
912 $a ZDB-2-CMS
912 $a ZDB-2-SXC
950 $a Chemistry and Materials Science (SpringerNature-11644)
950 $a Chemistry and Material Science (R0) (SpringerNature-43709)