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General Information
    • ISSN: 2010-3719
    • Frequency: Quarterly
    • DOI: 10.18178/IJIEE
    • Editor-in-Chief: Prof. Chandratilak De Silva Liyanage
    • Executive Editor: Jennifer Zeng
    • Abstracting/ Indexing : Google Scholar, Electronic Journals Library, Crossref and ProQuest, Ei (INSPEC, IET).
    • E-mail ijiee@ejournal.net
Editor-in-chief

 
University of Brunei Darussalam, Brunei Darussalam   
" It is a great honor to serve as the editor-in-chief of IJIEE. I'll work together with the editorial team. Hopefully, The value of IJIEE will be well recognized among the readers in the related field."

IJIEE 2018 Vol.8(3): 30-35 ISSN: 2010-3719
DOI: 10.18178/IJIEE.2018.8.3.690

Improved Results on Passivity Analysis of Neutral-Type Neural Networks with Mixed Time-Varying Delays

T. Botmart, N. Yotha, K. Mukdasai, and W. Weera
Abstract—This paper is considered with problem of the passivity analysis for neutral-type neural networks with mixed time-varying delays. By constructing an augmented Lyapunov -Krasovskii functionals and using the double integral inequality with approach to estimate the derivative of the Lyapunov- Krasovskii functionals, sufficient conditions are established to ensure the passivity of the considered neutral-type neural networks, in which some useful information on the neuron activation function ignored in the existing literature is taken in to account. Finally, a numerical example is given to demonstrate the effectiveness of the proposed method.

Index Terms—Passivity, neutral-type neural networks, time delay, integral inequality.

T. Botmart and W. Weera are with the Department of Mathematics, Khon Kaen University, Khon Kaen 40000, Thailand (e-mail: thongbo@kku.ac.th, kanit@kku.ac.th).
N. Yotha is with Department of Applied Mathematics and Statistics, Rajamangala University of Technology Isan, Nakhon Ratchasima 30000, Thailand (e-mail: narongsak.yo@rmuti.ac.th).
K. Mukdasai is with the Department of Mathematics, University of Pha Yao, Pha Yao 56000, Thailand (e-mail: wajaree@up.ac.th).

[PDF]

Cite:T. Botmart, N. Yotha, K. Mukdasai, and W. Weera, "Improved Results on Passivity Analysis of Neutral-Type Neural Networks with Mixed Time-Varying Delays," International Journal of Information and Electronics Engineering vol. 8, no. 3, pp. 30-35, 2018.

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