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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Electric-Double-Layer Coupled Oxide-Based Neuromorphic Transistors Studies/ by Changjin Wan.
作者:	Wan, Changjin.
面頁冊數:	XXI, 107 p. 77 illus., 70 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Optical materials. -
電子資源:	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

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