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Event-based neuromorphic systems

Liu, Shih-Chii.

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Event-based neuromorphic systems

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Event-based neuromorphic systems/ edited by Shih-Chii S. Liu ... [et al.].
其他作者:	Liu, Shih-Chii.
出版者:	Chichester, West Sussex, United Kindgom :Wiley, : 2015.,
面頁冊數:	1 online resource.
標題:	Neuromorphics. -
電子資源:	http://onlinelibrary.wiley.com/book/10.1002/9781118927601
ISBN:	9781118927625 (ePub)

Event-based neuromorphic systems
Event-based neuromorphic systems[electronic resource] /edited by Shih-Chii S. Liu ... [et al.]. - Chichester, West Sussex, United Kindgom :Wiley,2015. - 1 online resource.

Includes bibliographical references and index.

"Neuromorphic electronic engineering takes its inspiration from the functioning of nervous systems to build more power efficient electronic sensors and processors. Event-based neuromorphic systems are inspired by the brain's efficient data-driven communication design, which is key to its quick responses and remarkable capabilities. This cross-disciplinary text establishes how circuit building blocks are combined in architectures to construct complete systems. These include vision and auditory sensors as well as neuronal processing and learning circuits that implement models of nervous systems.Techniques for building multi-chip scalable systems are considered throughout the book, including methods for dealing with transistor mismatch, extensive discussions of communication and interfacing, and making systems that operate in the real world. The book also provides historical context that helps relate the architectures and circuits to each other and that guides readers to the extensive literature. Chapters are written by founding experts and have been extensively edited for overall coherence.This pioneering text is an indispensable resource for practicing neuromorphic electronic engineers, advanced electrical engineering and computer science students and researchers interested in neuromorphic systems.Key features: Summarises the latest design approaches, applications, and future challenges in the field of neuromorphic engineering. Presents examples of practical applications of neuromorphic design principles. Covers address-event communication, retinas, cochleas, locomotion, learning theory, neurons, synapses, floating gate circuits, hardware and software infrastructure, algorithms, and future challenges"--

ISBN: 9781118927625 (ePub)

LCCN: 2014045483Subjects--Topical Terms:

2148709
Neuromorphics.

LC Class. No.: TA164.4

Dewey Class. No.: 660.6/3

Event-based neuromorphic systems
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245 0 0 $a Event-based neuromorphic systems $h [electronic resource] / $c edited by Shih-Chii S. Liu ... [et al.].
260 $a Chichester, West Sussex, United Kindgom : $b Wiley, $c 2015.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
520 $a "Neuromorphic electronic engineering takes its inspiration from the functioning of nervous systems to build more power efficient electronic sensors and processors. Event-based neuromorphic systems are inspired by the brain's efficient data-driven communication design, which is key to its quick responses and remarkable capabilities. This cross-disciplinary text establishes how circuit building blocks are combined in architectures to construct complete systems. These include vision and auditory sensors as well as neuronal processing and learning circuits that implement models of nervous systems.Techniques for building multi-chip scalable systems are considered throughout the book, including methods for dealing with transistor mismatch, extensive discussions of communication and interfacing, and making systems that operate in the real world. The book also provides historical context that helps relate the architectures and circuits to each other and that guides readers to the extensive literature. Chapters are written by founding experts and have been extensively edited for overall coherence.This pioneering text is an indispensable resource for practicing neuromorphic electronic engineers, advanced electrical engineering and computer science students and researchers interested in neuromorphic systems.Key features: Summarises the latest design approaches, applications, and future challenges in the field of neuromorphic engineering. Presents examples of practical applications of neuromorphic design principles. Covers address-event communication, retinas, cochleas, locomotion, learning theory, neurons, synapses, floating gate circuits, hardware and software infrastructure, algorithms, and future challenges"-- $c Provided by publisher.
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856 4 0 $u http://onlinelibrary.wiley.com/book/10.1002/9781118927601