시변 지연을 가진 불확실 뉴럴 네트워크에 대한 지연의존 강인 수동성

Title
시변 지연을 가진 불확실 뉴럴 네트워크에 대한 지연의존 강인 수동성
Other Titles
Delay-dependent Robust Passivity for Uncertain Neural Networks with Time-varying Delays
Author(s)
박주현O.M. Kwon[O.M. Kwon]S.M. Lee[S.M. Lee]E.J. Cha[E.J. Cha]
Keywords
Neural network; Passivity; Time-varying delays; Lyapunov method; Linear matrix inequality
Issue Date
201111
Publisher
대한전기학회
Citation
전기학회논문지, v.60, no.11, pp.2103 - 2108
Abstract
In this paper, the problem of passivity analysis for neural networks with time-varying delays and norm-bounded parameter uncertainties is considered. By constructing a new augmented Lyapunov functional, a new delay-dependent passivity criterion for the network is established in terms of LMIs (linear matrix inequalities) which can be easily solved by various convex optimization algorithms. Two numerical example are included to show the effectiveness of proposed criterion.
URI
http://hdl.handle.net/YU.REPOSITORY/24234
ISSN
1975-8359
Appears in Collections:
공과대학 > 전기공학과 > Articles
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