| ชื่อเรื่อง | : | New globally asymptotic stability criteria for delayed cellular neural networks |
| นักวิจัย | : | Xiao, Shen-Ping. , Zhang, Xian-Ming. |
| คำค้น | : | Neural networks (Computer science) Stability. , Strategic basic research. , 970101 Expanding Knowledge in the Mathematical Sciences. , 010203 Calculus of Variations, Systems Theory and Control Theory. , 010204 Dynamical Systems in Applications. , Time delay systems. , Delay lines. , Globally asymptotic stability -- Linear matrix inequality (LMI) -- Neural networks -- Time-varying delay , Journal Article. Refereed, Scholarly Journal |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2552 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/62158 |
| ที่มา | : | Xiao, S & Zhang, X 2009, 'New globally asymptotic stability criteria for delayed cellular neural networks', IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 56, no. 8, pp.659-663, http://dx.doi.org/10.1109/TCSII.2009.2024244 |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | IEEE transactions on circuits and systems. II, Express briefs. United States : IEEE, 2009. Vol. 56, no. 8 (August 2009), p. 659-663 5 pages Refereed 1549-7747 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This brief is concerned with the stability analysis for cellular neural networks with time-varying delays. First, an appropriate Lyapunov-Krasovskii functional is introduced to form some new delay-dependent stability conditions in terms of linear matrix inequalities (LMIs). Quite differently, these stability criteria are derived by using the convex combination property, which equivalently converts the original LMI containing a convex combination on the time-varying delay into two boundary LMIs. Second, this newly proposed approach is then extended to a class of uncertain neural networks with time-varying delays, from which new delay-dependent robust stability criteria are formulated. Finally, two numerical examples are given to show that the proposed criteria are of much less conservatism than the existing ones in the literature |
| บรรณานุกรม | : |
Xiao, Shen-Ping. , Zhang, Xian-Ming. . (2552). New globally asymptotic stability criteria for delayed cellular neural networks.
กรุงเทพมหานคร : Central Queensland University, Australia. Xiao, Shen-Ping. , Zhang, Xian-Ming. . 2552. "New globally asymptotic stability criteria for delayed cellular neural networks".
กรุงเทพมหานคร : Central Queensland University, Australia. Xiao, Shen-Ping. , Zhang, Xian-Ming. . "New globally asymptotic stability criteria for delayed cellular neural networks."
กรุงเทพมหานคร : Central Queensland University, Australia, 2552. Print. Xiao, Shen-Ping. , Zhang, Xian-Ming. . New globally asymptotic stability criteria for delayed cellular neural networks. กรุงเทพมหานคร : Central Queensland University, Australia; 2552.
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