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Discrete-time analogs for a class of continuous-time recurrent neural networks

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Discrete-time analogs for a class of continuous-time recurrent neural networks
นักวิจัย : Liu, Pingzhou. , Faculty of Business and Informatics. , Han, Qing-Long. , Faculty of Business and Informatics.
คำค้น : Dealys, discrete-time analogs, recurrent neural networks, stability
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2550
อ้างอิง : http://hdl.cqu.edu.au/10018/12290 , acquire1-20080304-105459 , cqu:2648
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : IEEE Transactions on Neural Networks
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. , Faculty of Business and Informatics. , Han, Qing-Long. , Faculty of Business and Informatics. . (2550). Discrete-time analogs for a class of continuous-time recurrent neural networks.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Liu, Pingzhou. , Faculty of Business and Informatics. , Han, Qing-Long. , Faculty of Business and Informatics. . 2550. "Discrete-time analogs for a class of continuous-time recurrent neural networks".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Liu, Pingzhou. , Faculty of Business and Informatics. , Han, Qing-Long. , Faculty of Business and Informatics. . "Discrete-time analogs for a class of continuous-time recurrent neural networks."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2550. Print.
Liu, Pingzhou. , Faculty of Business and Informatics. , Han, Qing-Long. , Faculty of Business and Informatics. . Discrete-time analogs for a class of continuous-time recurrent neural networks. กรุงเทพมหานคร : Central Queensland University, Australia; 2550.