A comment on "On equilibria, stability, and instability of Hopfield neural networks"

IEEE Transactions on Neural Networks

Volumn 11, Issue 6, 2000, Pages 1506-1507

  Liang, Xue Bin ^a  

^a UNIVERSITY OF DELAWARE   (United States)

Author keywords

Global asymptotic stability (GAS); Hopfield type neural network

Indexed keywords

EID: 0000662817     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.883485     Document Type: Review

References (6)

1. Z. H. Guan, G. Chen, and Y. Qin, "On equilibria, stability, and instability of Hopfield neural networks," IEEE Trans. Neural Networks, vol. 11, pp. 534-540, Mar. 2000.
2. J. J. Hopfield, "Neurons with graded response have collective computational properties like those of two-state neurons," Proc. Nat. Academy Sci., vol. 81, no. 5, pp. 3088-3092, 1984.
3. M. Forti and A. Tesi, "New conditions for global stability of neural networks with application to linear and quadratic programming problems," IEEE Trans. Circuits Syst. I, vol. 42, pp. 354-366, July 1995.
4. X. B. Liang and L. D. Wu, "Comments on 'New conditions for global stability of neural networks with application to linear and quadratic programming problems'," IEEE Trans. Circuits Syst. I, vol. 44, pp. 1099-1101, Nov. 1997.
5. A. Berman and R. J. Plemmons, Nonnegative Matrices in the Mathematical Sciences. New York: Academic, 1979.
6. M. Forti, "A note on neural networks with multiple equilibrium points," IEEE Trans. Circuits Syst. I, vol. 43, pp. 487-491, June 1996.