| ชื่อเรื่อง | : | Discrete-time analogs for a class of continuous-time recurrent neural networks |
| นักวิจัย | : | Liu, Pingzhou. , Han, Qing-Long. |
| คำค้น | : | Neural networks (Computer science) , TBA. , TBA. , TBA. , Stability. , Automatic control. , Delays -- Discrete-time analogs -- Recurrent neural networks -- Stability |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2550 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/42595 , http://dx.doi.org/10.1109/TNN.2007.891593 , cqu:5475 |
| ที่มา | : | Liu, P & Han, Q 2007, 'Discrete-time analogs for a class of continuous-time recurrent neural networks', IEEE Transactions on Neural Networks, vol. 18, no. 5, pp. 1343-1355.http://dx.doi.org/10.1109/TNN.2007.891593 (viewed 31/3/10) |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | IEEE transactions on neural networks. United States. : IEEE, 2007. Vol. 18, no. 5 (September 2007), p. 1343-1355 13 pages Refereed 1045-9227 1941-0093 (online) , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper is concerned with the problem of local and global asymptotic stability for a class of discrete-time recurrent neural networks, which provide discrete-time analogs to their continuous-time counterparts, i.e., continuous-time recurrent neural networks with distributed delay. Some stability criteria, which include some existing results as their special cases, are derived. A discussion about the dynamical consistence of discrete-time neural networks versus their continuous-time counterparts is provided. An unconventional finite difference method is proposed and an example is also given to show the effectiveness of the method. |
| บรรณานุกรม | : |
Liu, Pingzhou. , Han, Qing-Long. . (2550). Discrete-time analogs for a class of continuous-time recurrent neural networks.
กรุงเทพมหานคร : Central Queensland University, Australia. Liu, Pingzhou. , Han, Qing-Long. . 2550. "Discrete-time analogs for a class of continuous-time recurrent neural networks".
กรุงเทพมหานคร : Central Queensland University, Australia. Liu, Pingzhou. , Han, Qing-Long. . "Discrete-time analogs for a class of continuous-time recurrent neural networks."
กรุงเทพมหานคร : Central Queensland University, Australia, 2550. Print. Liu, Pingzhou. , Han, Qing-Long. . Discrete-time analogs for a class of continuous-time recurrent neural networks. กรุงเทพมหานคร : Central Queensland University, Australia; 2550.
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