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Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays
นักวิจัย : Liu, Yurong. , Wang, Zidong. , Liu, Xiaohui.
คำค้น : LIBRARY OF CONGRESS NEEDED , Pure basic research. , 890199 Communication Networks and Services not elsewhere classified. , 010203 Calculus of Variations, Systems Theory and Control Theory. , 010203 Calculus of Variations, Systems Theory and Control Theory. , 970101 Expanding Knowledge in the Mathematical Sciences. , Stability -- Neutral-type neural networks -- Markovian jumping parameters -- Mixed time-delay -- Mode-dependent criteria -- Matrix inequalities , Journal Article. Refereed, Scholarly Journal
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2555
อ้างอิง : http://hdl.cqu.edu.au/10018/1018465
ที่มา : Liu, Y, Wang, Z & Liu, X 2012, ' Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays', Neurocomputing, vol. 94, pp. 46-53, http://dx.doi.org/10.1016/j.neucom.2012.04.003
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Neurocomputing. Netherlands : Elsevier, 2012. Vol. 94, (October 2012), p. 46-53 8 pages Refereed 0925-2312 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This paper is concerned with the stability problem for a class of Markovian jumping neutral-type neural networks with mode-dependent mixed time-delays. The mixed time-delays are composed of discrete and distributed delays, both of which are mode-dependent. In addition, the distributed time-delays are characterized by the upper and lower bounds, both of which are mode-dependent. By constructing new Lyapunov-Krasovskii functionals, a unified framework is established to derive sufficient conditions for the concerned systems to be globally exponentially stable in mean square. A simulation example is provided to demonstrate the usefulness of the main results obtained.

บรรณานุกรม :
Liu, Yurong. , Wang, Zidong. , Liu, Xiaohui. . (2555). Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Liu, Yurong. , Wang, Zidong. , Liu, Xiaohui. . 2555. "Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Liu, Yurong. , Wang, Zidong. , Liu, Xiaohui. . "Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2555. Print.
Liu, Yurong. , Wang, Zidong. , Liu, Xiaohui. . Stability analysis for a class of neutral-type neural networks with Markovian jumping parameters and mode-dependent mixed delays. กรุงเทพมหานคร : Central Queensland University, Australia; 2555.