Analytical and numerical study of internal representations in multilayer neural networks with binary weights

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

Volumn 54, Issue 1, 1996, Pages 717-736

  Cocco, Simona ^a,b,c   Monasson, Rémi ^a,b,c   Zecchina, Riccardo ^a,b,c  

^a INFN SEZIONE DI ROMA   (Italy)

^b LABORATOIRE DE PHYSIQUE STATISTIQUE   (France)

^c POLITECNICO DI TORINO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0007132343     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.54.717     Document Type: Article

References (19)

1. J. Hertz, A. Krogh, and R. G. Palmer, Introduction to the Theory of Neural Computation (Addison-Wesley, Reading, MA, 1991).
2. R. Monasson and R. Zecchina, Phys. Rev. Lett.75, 2432 (1995);
3. R. Monasson and R. Zecchina, Phys. Rev. Lett.76, 2205 (1996).
4. E. Gardner, J. Phys. A21, 257 (1988);
5. E. Gardner and B. Derrida, J. Phys. A21, 271 (1988).
6. E. Barkai, D. Hansel and I. Kanter, Phys. Rev. Lett.65, 2312 (1990);
7. E. Barkai, D. Hansel and H. Sompolinsky, Phys. Rev. A45, 4146 (1992);
8. A. Engel, H.M. Kohler, F. Tschepke, H. Vollmayr and A. Zippelius, Phys. Rev. A45, 7590 (1992).
9. E. Barkai and I. Kanter, Europhys. Lett.14, 107 (1991);
10. G. J. Bex, R. Serneels, and C. Van den Broeck, Phys. Rev. E51, 6309 (1995).
11. M. Opper, Phys. Rev. E51, 3613 (1995).
12. G. J. Mitchison and R. M. Durbin, Bio. Cybern.60, 345 (1989).
13. M. Mezard, G. Parisi, and M. A. Virasoro, Spin Glass Theory and Beyond (World Scientific, Singapore, 1987).
14. R. Monasson and D. O’Kane, Europhys. Lett.27, 85 (1994).
15. R. Monasson and R. Zecchina, Int. J. Mod. Phys. B (to be published).
16. W. Krauth and M. Mézard, J. Phys.50, 3057 (1989).
17. B. Derrida, Phys. Rev. B24, 2613 (1981).
18. H. Gutfreund and Y. Stein, J. Phys. A23, 2613 (1990).
19. W. Krauth and M. Opper, J. Phys. A22, L519 (1989). FOOT;