Neural Networks for System Identification

IEEE Control Systems Magazine

Volumn 10, Issue 3, 1990, Pages 31-35

  Chu, S Reynold ^a   Shoureshi, Rahmat ^a   Tenorio, Manoel ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL SYSTEMS, TIME VARYING--IDENTIFICATION; MATHEMATICAL TECHNIQUES--LEAST SQUARES APPROXIMATIONS; MATHEMATICAL TRANSFORMATIONS--FOURIER TRANSFORMS;

HOPFIELD NETWORK; TIME-INVARIANT SYSTEMS;

SYSTEMS SCIENCE AND CYBERNETICS;

EID: 0025418211     PISSN: 02721708     EISSN: None     Source Type: Journal    
DOI: 10.1109/37.55121     Document Type: Article

References (10)

1. J. J. Hopfield and D. W. Tank, “Neural Computation of Decisions in Optimization Problems,” Biol. Cybern., vol. 52, pp. 141–152, 1985.
2. D. W. Tank and J. J. Hopfield, “Simple Neural Optimization Networks: An A/D Converter, Signal Decision Circuit, and a Linear Programming Circuit,” IEEE Trans. Circ. Syst., vol. CAS-33, pp. 533–541, 1986.
3. E. Mishkin, “The Analytical Theory of Nonlinear Systems,” chap. 8 in Adaptive Control Systems, edited by E. Mishkin and L. Braun, New York: McGraw-Hill, pp. 271–273, 1961.
4. B. Widrow and M. E. Hoff, Jr., “Adaptive Switching Circuits,” IRE WESCON Conv. Rec, pt. 4, pp. 96–104, 1960.
5. B. Widrow and S.D. Stearns, Adaptive Signal Processing, Englewood Cliffs, NJ: Prentice-Hall, 1985.
6. J. J. Hopfield, “Neural Networks and Physical Systems with Emergent Collective Computational Abilities,” Proc. Natl. Acad. Sci., vol. 79, pp. 2554–2558, 1982.
7. J. J. Hopfield, “Neurons with Graded Response Have Collective Computational Properties Like Those of Two-State Neurons,” Proc. Natl. Acad. Sci., vol. 81, pp. 3088–3092, 1984.
8. R. Shoureshi, R. Chu, and M. Tenorio, “Neural Networks for System Identification,” Proc. 1989 Amer. Contr. Conf., June 1989, vol. 1, pp. 916–921.
9. R. E. Skelton, Dynamic Systems Control Linear Systems Analysis and Synthesis, New York: Wiley, pp. 25–26, 1988.
10. I. D. Landau, Adaptive Control the Model Reference Approach, New York: Marcel Dekker, 1979.