| ชื่อเรื่อง | : | New Lyapunov-Krasovskii functionals for global asymptotic stability of delayed neural networks |
| นักวิจัย | : | Zhang, Xian-Ming. , Han, Qing-Long. |
| คำค้น | : | Strategic basic research. , 861604 Integrated Systems. , 861603 Integrated Circuits and Devices. , 080108 Neural, Evolutionary and Fuzzy Computation. , 170205 Neurocognitive Patterns and Neural Networks. , 090602 Control Systems, Robotics and Automation. , Neural networks (Computer science) , Lyapunov functions. , Linear systems. , Linear matrix inequality (LMI) -- Lyapunov–Krasovskii functional -- Neural networks -- Stability -- Time delay |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2552 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/43643 , http://dx.doi.org/10.1109/TNN.2009.201416 , cqu:5593 |
| ที่มา | : | Zhang, X & Han, Q-L 2009, 'New Lyapunov-Krasovskii functionals for global asymptotic stability of delayed neural networks', IEEE Trans Neural Networks, vol. 20, no. 3, pp. 533-539.http://dx.doi.org/10.1109/TNN.2009.2014160 (viewed 21/4/10) |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | IEEE transactions on neural networks. Piscataway, NJ. : Institute of Electrical and Electronics Engineers Inc., 2009. Vol. 20, no. 3 (March 2009), p. 533-539 7 pages Refereed 1045-9227 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This brief deals with the problem of global asymptotic stability for a class of delayed neural networks. Some new Lyapunov-Krasovskii functionals are constructed by nonuniformly dividing the delay interval into multiple segments, and choosing proper functionals with different weighting matrices corresponding to different segments in the Lyapunov-Krasovskii functionals. Then using these new Lyapunov-Krasovskii functionals, some new delay-dependent criteria for global asymptotic stability are derived for delayed neural networks, where both constant time delays and time-varying delays are treated. These criteria are much less conservative than some existing results, which is shown through a numerical example. |
| บรรณานุกรม | : |
Zhang, Xian-Ming. , Han, Qing-Long. . (2552). New Lyapunov-Krasovskii functionals for global asymptotic stability of delayed neural networks.
กรุงเทพมหานคร : Central Queensland University, Australia. Zhang, Xian-Ming. , Han, Qing-Long. . 2552. "New Lyapunov-Krasovskii functionals for global asymptotic stability of delayed neural networks".
กรุงเทพมหานคร : Central Queensland University, Australia. Zhang, Xian-Ming. , Han, Qing-Long. . "New Lyapunov-Krasovskii functionals for global asymptotic stability of delayed neural networks."
กรุงเทพมหานคร : Central Queensland University, Australia, 2552. Print. Zhang, Xian-Ming. , Han, Qing-Long. . New Lyapunov-Krasovskii functionals for global asymptotic stability of delayed neural networks. กรุงเทพมหานคร : Central Queensland University, Australia; 2552.
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