Weight space structure and generalization in the reversed-wedge perceptron

Journal of Physics A: Mathematical and General

Volumn 29, Issue 14, 1996, Pages 3923-3937

  Reimers, L ^a   Engel, A ^b  

^a UNIVERSITY OF GÖTTINGEN   (Germany)

^b OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 22244478081     PISSN: 03054470     EISSN: None     Source Type: Journal    
DOI: 10.1088/0305-4470/29/14/017     Document Type: Article

References (31)

1. Hertz J A, Krogh A and Palmer R G 1991 Introduction to the Theory of Neural Computation (Redwood City: Addison-Wesley)
2. Watkin T L M, Rau A and Biehl M 1993 Rev. Mod. Phys. 65 499
3. Domany E, van Hemmen J L and Schulten K 1993, 1995 Physics of Neural Networks (Springer series) (Berlin: Springer)
4. Gardner E 1988 J. Phys. A: Math. Gen. 21 257
5. Gardner E and Derrida B 1988 J. Phys. A: Math. Gen. 21 271
6. Griniasty M and Gutfreund H 1991 J. Phys. A: Math. Gen. 24 715
7. Bouten M 1994 J. Phys. A: Math. Gen. 27 6021
8. Györgyi G and Tishby N 1990 Workshop on Neural Networks and Spin Glasses ed K Theumann and W K Koeberle (Singapore: World Scientific)
9. Seung M S, Sompolinsky H and Tishby N 1992 Phys. Rev. A 45 6056
10. Opper M and Kinzel W 1993 Statistical mechanics of generalization Preprint University of Würzburg
11. Cybenko G 1989 Math. Control Signals System 2 303
12. Mezard M, Parisi G and Virasoro M A 1987 Spin Glass Theory and Beyond (Singapore: World Scientific)
13. Barkai E, Hansel D and Kanter I 1990 Phys. Rev. Lett. 65 2312
14. Barkai E, Hansel D and Sompolinsky H 1992 Phys. Rev. A 45 4146
15. Engel A, Koehler H M, Tschepke F, Vollmayr H and Zippelius A 1992 Phys. Rev. A 45 7590
16. Schwarze H 1993 J. Phys. A: Math. Gen. 26 5781
17. Hansel D, Mato G and Meunier C 1992 Europhys. Lett. 20 471
18. Opper M 1994 Phys. Rev. Lett. 72 2113
19. Bofetta G, Monasson R and Zecchina R 1993 J. Phys. A: Math. Gen. 26 L507
20. Engel A and Reimers L 1994 Europhys. Lett. 28 531
21. Monasson R and O'Kane D 1994 Europhys. Lett. 27 85
22. Schottky B 1995 J. Phys. A: Math. Gen. 28 4515
23. Schwarze H, Kinzel W and Opper M 1992 Phys. Rev. A 46 R6185
24. Monasson R and Zecchina D 1995 Phys. Rev. Lett. 75 2432;
25. 1995 Learning and generalization theories of large committee-machines Preprint
26. Bex G-J, Serneels R and van den Broeck C 1995 Phys. Rev. E51 6309
27. Kepler Thomas B and Abbott L F 1988 J. Physique 49 1657
28. Biehl M and Opper M 1995 Neural Networks: The Statistical Mechanics Perspective (Progress in Neural Processing 1) ed J H Oh, Ch Kwon and S Cho (Singapore: World Scientific)
29. Engel A and Weigt M 1995 Multifractal analysis of the phase space of neural networks Preprint University of Magdeburg
30. Derrida B, Griffth R B and Prügel-Bennett A 1991 J. Phys. A: Math. Gen. 24 4907
31. Reimann P and van den Broeck C 1995 Learning from examples from a non-uniform distribution Preprint