Qualitative Analysis and Synthesis of a Class of Neural Networks

IEEE Transactions on Circuits and Systems

Volumn 35, Issue 8, 1988, Pages 976-986

  Li, Jian Hua ^a   Michel, Anthony N ^a   Porod, Wolfgang ^a  

^a UNIVERSITY OF NOTRE DAME   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC NETWORKS--SYNTHESIS; MATHEMATICAL TECHNIQUES--MATRIX ALGEBRA;

HOPFIELD MODEL; NEURAL NETWORKS SYNTHESIS;

SYSTEMS SCIENCE AND CYBERNETICS;

EID: 0024054127     PISSN: 00984094     EISSN: None     Source Type: Journal    
DOI: 10.1109/31.1844     Document Type: Article

References (7)

1. J. J. Hopfield, “Neurons with graded response have collective computational properties like those of two-state neurons”, in Proc. Nat. Acad. Sci. USA, vol. 81, pp. 3088-3092, May 1984.
2. G. A. Carpenter, M. Cohen and S. Grossberg, “Computing with neural networks”, Science, vol. 235, pp. 1226-1227, 1987.
3. M. Cohen and S. Grossberg, “Absolute stability of global pattern formation and parallel memory storage by competitive neural networks”, IEEE Trans. Syst. Man, Cybern., vol. SMC-13, pp. 815-826, 1983.
4. R. K. Miller and A. N. Michel, Ordinary Differential Equations. New York: Academic, 1982.
5. H. L. Royden, Real Analysis, second edition, New York: Macmillan, 1963.
6. A. Avez, Differential Calculus. New York: Wiley, 1986.
7. A. N. Michel, J. A. Farrell, and W. Porod, “Qualitative analysis of neural networks”, submitted for publication.