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Stability and synchronization control of stochastic neural networks [electronic resource]

자료유형

E-Book(소장)

개인저자

Zhou, Wuneng.

서명 / 저자사항

Stability and synchronization control of stochastic neural networks [electronic resource] / Wuneng Zhou ... [et al.].

발행사항

Berlin; Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, c2016.

형태사항

1 online resource (xvi, 357 p.) : ill. (chiefly col.).

총서사항

Studies in systems, decision and control,2198-4182 ; 35

ISBN

9783662478332

요약

This book reports on the latest findings in the study of Stochastic Neural Networks (SNN). The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control. The book will be of interest to university researchers, graduate students in control science and engineering and neural networks who wish to learn the core principles, methods, algorithms and applications of SNN.

일반주기

Title from e-Book title page.

내용주기

Relative Mathematic Foundation -- Asymptotical and Exponential Stability and Synchronization for NN -- Robust Stability and Synchronization for NN -- Adaptive Stability and Synchronization for NN -- Stability and Synchronization for Neutral-type NN -- Stability and Synchronization for NN with Levy Noise -- Some Applications to Finance Based-on NN.

서지주기

Includes bibliographical references and index.

이용가능한 다른형태자료

Issued also as a book.

일반주제명

Engineering. Neural networks (Computer science) --Mathematical models.

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020		▼a 9783662478332
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050	4	▼a TJ212-225
082	0 4	▼a 006.3/2 ▼2 23
084		▼a 006.32 ▼2 DDCK
090		▼a 006.32
245	0 0	▼a Stability and synchronization control of stochastic neural networks ▼h [electronic resource] / ▼c Wuneng Zhou ... [et al.].
260		▼a Berlin; ▼a Heidelberg : ▼b Springer Berlin Heidelberg : ▼b Imprint: Springer, ▼c c2016.
300		▼a 1 online resource (xvi, 357 p.) : ▼b ill. (chiefly col.).
490	1	▼a Studies in systems, decision and control, ▼x 2198-4182 ; ▼v 35
500		▼a Title from e-Book title page.
504		▼a Includes bibliographical references and index.
505	0	▼a Relative Mathematic Foundation -- Asymptotical and Exponential Stability and Synchronization for NN -- Robust Stability and Synchronization for NN -- Adaptive Stability and Synchronization for NN -- Stability and Synchronization for Neutral-type NN -- Stability and Synchronization for NN with Levy Noise -- Some Applications to Finance Based-on NN.
520		▼a This book reports on the latest findings in the study of Stochastic Neural Networks (SNN). The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control. The book will be of interest to university researchers, graduate students in control science and engineering and neural networks who wish to learn the core principles, methods, algorithms and applications of SNN.
530		▼a Issued also as a book.
538		▼a Mode of access: World Wide Web.
650	0	▼a Engineering.
650	0	▼a Neural networks (Computer science) ▼x Mathematical models.
700	1	▼a Zhou, Wuneng.
830	0	▼a Studies in systems, decision and control; ▼v 35.
856	4 0	▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-662-47833-2
945		▼a KLPA
991		▼a E-Book(소장)

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중앙도서관

No.	소장처	청구기호	등록번호	도서상태	반납예정일	예약	서비스
No. 1	소장처 중앙도서관/e-Book 컬렉션/	청구기호 CR 006.32	등록번호 E14023493	도서상태 대출불가(열람가능)	반납예정일	예약	서비스 M

Stability and synchronization control of stochastic neural networks [electronic resource]

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