Information Capacity of the Hopfield Model

IEEE Transactions on Information Theory

Volumn 31, Issue 4, 1985, Pages 461-464

  Abu Mostafa, Yaser S ^a   St Jacques, Jeannine Marie ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0001723955     PISSN: 00189448     EISSN: 15579654     Source Type: Journal    
DOI: 10.1109/TIT.1985.1057069     Document Type: Article

References (10)

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2. J. J. Hopfield, “Neural networks and physical systems with emergent collective computational abilities,” in Proc. Nat. Academy Sci., USA, vol. 79, 1982, 2554–2558.
3. P. M. Lewis and C. L. Coates, Threshold Logic. New York: Wiley, 1967.
4. R. J. McEliece, private correspondence, 1984.
5. R. J. McEliece and E. C. Posner, “The number of stable points of an infinite-range spin glass,” unpublished manuscript, 1984.
6. S. Muroga, “Generation of self-dual threshold functions and lower bounds of the number of threshold functions and a maximum weight,” in Proc. AIEE Symp. Switching Circuit Theory and Logical Design, 1962, 170–184.
7. C. E. Shannon, “A mathematical theory of communication,” Bell Syst. Tech. J., vol. 27, pp. 379–423, 1948.
8. F. Tanaka and S. E. Edwards, “Analytic theory of the ground state properties of a spin glass: I. Ising spin glass,” J. Phys. F: Metal Phys., vol. 10, pp. 2769–2778, 1980.
9. R. O. Winder, “Threshold logic,” Ph.D. dissertation, Princeton Univ., Princeton, NJ, 1962.
10. R. O. Winder, “Bounds on threshold gate realizability,” IRE Trans. Electron. Comput., vol. EC-12, pp. 561–564, 1963.