Wang Lisheng, Tan Zheng, Huang Rongsheng. THE ESTIMATES OF CONVERGENT RATE AND ATTRACTIVE DOMAIN OF NONLINEAR CONTINUOUS NEURAL NETWORK[J]. Journal of Electronics & Information Technology, 1999, 21(5): 624-627.
Citation:
Wang Lisheng, Tan Zheng, Huang Rongsheng. THE ESTIMATES OF CONVERGENT RATE AND ATTRACTIVE DOMAIN OF NONLINEAR CONTINUOUS NEURAL NETWORK[J]. Journal of Electronics & Information Technology, 1999, 21(5): 624-627.
Wang Lisheng, Tan Zheng, Huang Rongsheng. THE ESTIMATES OF CONVERGENT RATE AND ATTRACTIVE DOMAIN OF NONLINEAR CONTINUOUS NEURAL NETWORK[J]. Journal of Electronics & Information Technology, 1999, 21(5): 624-627.
Citation:
Wang Lisheng, Tan Zheng, Huang Rongsheng. THE ESTIMATES OF CONVERGENT RATE AND ATTRACTIVE DOMAIN OF NONLINEAR CONTINUOUS NEURAL NETWORK[J]. Journal of Electronics & Information Technology, 1999, 21(5): 624-627.
The estimates of attractive domain and convergent rate of nonlinear continuous memory neural network are obtained, and some sufficient conditions for the network to be globally exponentially stable are developed, these results generalize ones in references.
Killy D G. Stability in contractive nonlinear neural networks. IEEE Trans. on Biomedical Engineering, 1990, BME-37: 231-242.[2]Sugawara K, Harao M. On the stability of equilibrium states of analogue neural networks. Trans-[3]actions of the Institute of Electronics and Communication Engineers, 1983, J-66-A: 258-265.[4]Subhrsanan S I, Sundareshan M K. Exponential stability and a systematic synthesis of a neural network for quadratic minimization[J].Neural Networks.1991, 4:599-613[5]Bouzerdoum A, Pattison T R. Neural network for quadratic optimization with bound constraints. IEEE Trans. on Neural Networks, 1993, NN-4: 293-303.[6]Avitabile G, Forti M, et al. On a class of nonsymmetrical neural networks with application to ADC. IEEE Trans. on Circuits and Syst, 1991, CAS-38(2): 202-208.[7]Bauer F, Stoer J, Witzgall C. Absolute and monotonic norms[J].Numer. Math.1961, 3:257-264