论文信息 - Estimation of attraction domain and exponential convergence rate of continuous feedback associative memory

Estimation of attraction domain and exponential convergence rate of continuous feedback associative memory

The attraction domain of memory patterns and exponential convergence rate of the network trajectories to memory patterns for continuous feedback associative memory are estimated again by using of some analysis techniques and Liapunov method, some new results are obtained, that can be used for evaluation of fault-tolerance capability and the synthesis procedure for continuous feedback associative memory neural networks.

[1] Amir F. Atiya,et al. An analog feedback associative memory , 1993, IEEE Trans. Neural Networks.

[2] Anthony N. Michel,et al. A synthesis procedure for Hopfield's continuous-time associative memory , 1990 .

[3] Allon Guez,et al. On the stability, storage capacity, and design of nonlinear continuous neural networks , 1988, IEEE Trans. Syst. Man Cybern..

[4] Liang Xuebin,et al. Estimation of attraction domain and exponential convergence rate of continuous feedback associative memory and its applications , 1996 .

[5] M. Vidyasagar,et al. Qualitative Analysis of Large Scale Dynamical Systems , 2012, IEEE Transactions on Systems, Man, and Cybernetics.

[6] Wolfgang Porod,et al. Qualitative analysis and synthesis of a class of neural networks , 1988 .

[7] J J Hopfield,et al. Neurons with graded response have collective computational properties like those of two-state neurons. , 1984, Proceedings of the National Academy of Sciences of the United States of America.

[8] A.N. Michel,et al. Associative memories via artificial neural networks , 1990, IEEE Control Systems Magazine.

[9] J. Farrell,et al. Qualitative analysis of neural networks , 1989 .