On impulsive autoassociative neural networks
作者： Zhi-Hong Guan , James Lam , Guanrong Chen
DOI: 10.1016/S0893-6080(99)00095-7
关键词:
摘要: Many systems existing in physics, chemistry, biology, engineering, and information science can be characterized by impulsive dynamics caused abrupt jumps at certain instants during the process. These complex dynamical behaviors modeled differential or neural networks. This paper formulates studies a new model of autoassociative Several fundamental issues, such as global exponential stability existence uniqueness equilibria networks, are established.
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sci-hub.se 参考文章(21)
Stephen Grossberg, Studies of mind and brain ,(1982)
Sudhakar G. Pandit, Sadashiv G. Deo, Differential systems involving impulses ,(1982)
Antonio Ambrosetti, G. Prodi, A primer of nonlinear analysis ,(1993)
Arkadiĭ Khaĭmovich Gelig, Alexander N. Churilov, Stability and Oscillations of Nonlinear Pulse-Modulated Systems ,(1998)
G. PALM, Computing with neural networks. Science. ,vol. 235, pp. 1226- 1228 ,(1987) , 10.1126/SCIENCE.235.4793.1227B
K.J. Hunt, D. Sbarbaro, R. Żbikowski, P.J. Gawthrop, Neural networks for control systems: a survey Automatica. ,vol. 28, pp. 1083- 1112 ,(1992) , 10.1016/0005-1098(92)90053-I
S. Grossberg, Some Physiological and Biochemical Consequences of Psychological Postulates Proceedings of the National Academy of Sciences of the United States of America. ,vol. 60, pp. 758- 765 ,(1968) , 10.1073/PNAS.60.3.758
Stephen Grossberg, Nonlinear neural networks: Principles, mechanisms, and architectures Neural Networks. ,vol. 1, pp. 17- 61 ,(1988) , 10.1016/0893-6080(88)90021-4
Y. Fang, T.G. Kincaid, Stability analysis of dynamical neural networks IEEE Transactions on Neural Networks. ,vol. 7, pp. 996- 1006 ,(1996) , 10.1109/72.508941
A. Guez, V. Protopopsecu, J. Barhen, On the stability, storage capacity, and design of nonlinear continuous neural networks systems man and cybernetics. ,vol. 18, pp. 80- 87 ,(1988) , 10.1109/21.87056