Storage capacity of correlated perceptrons

Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics

Volumn 55, Issue 6, 1997, Pages 7369-7378

  Malzahn, D ^a   Engel, A ^a   Kanter, I ^b  

^a OTTO VON GUERICKE UNIVERSITY   (Germany)

^b BAR ILAN UNIVERSITY   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000437023     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.55.7369     Document Type: Article

References (22)

1. J A. Hertz, A. Krogh, and R G. Palmer, Introduction to the Theory of Neural Computation (Addison-Wesley, Redwood City, CA, 1991).
2. Parallel Distributed Processing, edited by D. E. Rummelhart and J. E. McClelland (MIT Press, Cambridge, MA, 1986).
3. M. Mezard and S. Patarnello (unpublished).
4. E. Barkai, D. Hansel and I. Kanter, Phys. Rev. Lett.65, 2312 (1990).
5. E. Barkai, D. Hansel and H. Sompolinsky, Phys. Rev. A45, 4146 (1992).
6. A. Engel, H M. Koehler, F. Tschepke, H. Vollmayr and A. Zippelius, Phys. Rev. A45, 7590 (1992).
7. D. Haussler, M. Kearns, and R. Schapire, in IVth Annual Workshop on Computational Learning Theory (COLT 91), Santa Cruz, 1991 (Morgan Kaufmann, San Mateo, CA, 1991), pp. 61–74.
8. M. Opper, Phys. Rev. E51, 3613 (1995).
9. G J. Mitchison and R M. Durbin, Biol. Cybern.60, 345 (1989).
10. A. Engel, J. Phys. A29, L323 (1996).
11. M Biehl and M. Opper, Phys. Rev. A44, 6888 (1991).
12. M. Griniasty and T. Grossman, Phys. Rev. A45, 8924 (1992).
13. A. Priel, M. Blatt, T. Grossman, E. Domany and I. Kanter, Phys. Rev. E50, 577 (1994).
14. B. Schottky, J. Phys. A28, 4515 (1995).
15. R. Monasson and R. Zecchina, Phys. Rev. Lett.75, 2432 (1995).
16. G. Cybenko, Math. Control Signals Systems2, 303 (1989).
17. D. Saad and S. Solla, Phys. Rev. Lett.74, 4337 (1995).
18. E. Gardner and B. Derrida, J. Phys. A21, 271 (1988)
19. M. Griniasty and H. Gutfreund, J. Phys. A24, 715 (1991).
20. The application of this technique to a single perceptron has been extensively investigated in M. Bouten, J. Schietse and C. van den Broeck, Phys. Rev. E52, 1958 (1995).
21. M. Copelli, O. Kinouchi and N. Caticha, Phys. Rev. E53, 6341 (1996).
22. M. Bouten, J. Phys. A27, 6021 (1994).