| ชื่อเรื่อง | : | On stability of recurrent neural networks an approach from volterra integro-differential equations |
| นักวิจัย | : | Liu, Pingzhou. , Han, Qing-Long. |
| คำค้น | : | Neural networks (Computer science) , TBA , 780101 Mathematical sciences , 671305 Network transmission equipment , 700103 Information processing services , 230107 Differential, Difference and Integral Equations , 230109 Functional Analysis , 290304 Control Engineering , Delay, recurrent neural networks (RNNs), stability, |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2549 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/7650 , dest1-20070429-180250 , cqu:389 , http://acquire.cqu.edu.au:8080/vital/access/manager/Repository/cqu:389 |
| ที่มา | : | Liu, P., & Han, Q., 2006, 'On stability of recurrent neural networks—an approach from Volterra integro-differential equations', IEEE transactions on neural networks, vol. 17, no. 1, pp. 264-267. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | IEEE transactions on neural networks. New York (NY). : Institute of Electrical and Electronics Engineers, 2006. vol 17, no 1 (January 2006) p. 264-267 3 pages Refereed 1045-9227 , aCQUIRe [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | The uniform asymptotic stability of recurrent neural networks (RNNs) with distributed delay is analyzed by comparing RNNs to linear Volterra integro-differential systems under Lipschitz continuity of activation functions. The stability criteria obtained have unified and extended many existing results on RNNs. |
| บรรณานุกรม | : |
Liu, Pingzhou. , Han, Qing-Long. . (2549). On stability of recurrent neural networks an approach from volterra integro-differential equations.
กรุงเทพมหานคร : Central Queensland University, Australia. Liu, Pingzhou. , Han, Qing-Long. . 2549. "On stability of recurrent neural networks an approach from volterra integro-differential equations".
กรุงเทพมหานคร : Central Queensland University, Australia. Liu, Pingzhou. , Han, Qing-Long. . "On stability of recurrent neural networks an approach from volterra integro-differential equations."
กรุงเทพมหานคร : Central Queensland University, Australia, 2549. Print. Liu, Pingzhou. , Han, Qing-Long. . On stability of recurrent neural networks an approach from volterra integro-differential equations. กรุงเทพมหานคร : Central Queensland University, Australia; 2549.
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