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Physical Review A

Volumn 45, Issue 8, 1992, Pages 6056-6091

Statistical mechanics of learning from examples

(3) Seung, H S a Sompolinsky, H a Tishby, N b

a HEBREW UNIVERSITY OF JERUSALEM (Israel)

b LUCENT TECHNOLOGIES (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000755030 PISSN: 10502947 EISSN: None Source Type: Journal
DOI: 10.1103/PhysRevA.45.6056 Document Type: Article

Times cited : (494)

References (64)

1
- 84936526690
- (1989) Neural Comput. , vol.1 , pp. , 1
- Lippman, R.P.¹

2
- 0000383868
- (1987) Complex Syst. , vol.1 , pp. 145
- Sejnowski, T.J.¹ Rosenberg, C.²

3
- 0000359337
- Backpropagation Applied to Handwritten Zip Code Recognition
- (1989) Neural Computation , vol.1 , pp. 541
- LeCun, Y.¹ Boser, B.² Denker, J.S.³ Henderson, D.⁴ Howard, R.E.⁵ Hubbard, W.⁶ Jackel, L.D.⁷

4
- 0023803244
- (1988) J. Mol. Biol. , vol.202 , pp. 865
- Qian, N.¹ Sejnowski, T.J.²

5
- 0023877474
- (1988) Nature , vol.331 , pp. 679
- Zipser, D.¹ Andersen, R.A.²

6
- 0024349193
- (1989) Nature , vol.340 , pp. 468
- Lockery, S.R.¹ Wittenberg, G.² Kristan, W.B.³ Cottrell, W.G.⁴

7
- 0003444646
- edited by, D. E. Rumelhart, J. L. McClelland, MIT Press, Cambridge, MA
- (1986) Parallel Distributed Processing: Explorations in the Microstructure of Cognition

8
- 0025490985
- (1990) Proc. IEEE , vol.78 , pp. 1481
- Poggio, T.¹ Girosi, F.²

9
- 0021518106
- (1984) Commun. ACM , vol.27 , pp. 1134
- Valiant, L.G.¹

10
- 0024750852
- (1989) J. ACM , vol.36 , pp. 929
- Blumer, A.¹ Ehrenfeucht, A.² Haussler, D.³ Warmuth, M.K.⁴

11
- 0001160588
- What Size Net Gives Valid Generalization?
- (1989) Neural Computation , vol.1 , pp. 151
- Baum, E.¹ Haussler, D.²

12
- 84926538060
- Inf. Computation (to be published).
- Haussler, D.¹

13
- 0001626107
- (1988) J. Complexity , vol.1 , pp. 177
- Judd, S.¹

14
- 0001024505
- On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
- (1971) Theory of Probability & Its Applications , vol.16 , pp. 264
- Vapnik, V.N.¹ Chervonenkis, A.Y.²

15
- 0003969585
- Springer Verlag, New York
- (1982) Estimation of Dependences Based on Empirical Data
- Vapnik, V.N.¹

16
- 0000177227
- The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning
- (1989) Neural Computation , vol.1 , pp. 312
- Abu Mostafa, Y.S.¹

17
- 84926608420
- IEEE Control Systems Society, New York
- (1989) Proceedings of the 28th Conference on Decision and Control , vol.1 , pp. 280 285
- Barron, A.R.¹

18
- 0024053797
- (1988) IEEE Trans. Pattern Anal. Mach. Intell. , vol.10 , pp. 530
- Devroye, L.¹

19
- 84956111924
- Exhaustive Thermodynamical Analysis of Boolean Learning Networks
- (1987) Europhysics Letters (EPL) , vol.4 , pp. 1199
- Carnevali, P.¹ Patarnello, S.²

20
- 84926549042
- IEEE, New York
- (1989) Proceedings of the International Joint Conference on Neural Networks , vol.2 , pp. 403 409
- Tishby, N.¹ Levin, E.² Solla, S.³

21
- 0025508916
- (1990) Proc. IEEE , vol.78 , pp. 1568
- Levin, E.¹ Tishby, N.² Solla, S.A.³

22
- 4243091452
- Perceptron beyond the limit of capacity
- (1989) Journal de Physique , vol.50 , pp. 121
- del Giudice, P.¹ Franz, S.² Virasoro, M.A.³

23
- 84956235510
- Learning from Examples in a Single-Layer Neural Network
- (1990) Europhysics Letters (EPL) , vol.11 , pp. 687
- Hansel, D.¹ Sompolinsky, H.²

24
- 0000534344
- (1989) J. Phys. A , vol.22 , pp. 1983
- Gardner, E.¹ Derrida, B.²

25
- 84926586684
- G. Györgyi and N. Tishby, Neural Networks and Spin Glasses, edited by W. K. Theumann and R. Köberle (World Scientific, Singapore, 1990), pp. 3 36.

26
- 0041018985
- (1990) Phys. Rev. Lett. , vol.64 , pp. 2957
- Györgyi, G.¹

27
- 0006945225
- (1988) Complex Syst. , vol.2 , pp. 387
- Krauth, W.¹ Mézard, M.² Nadal, J.P.³

28
- 84926548893
- edited by, L. Garrido, Springer, Berlin
- (1990) Statistical Mechanics of Neural Networks: Proceedings of the Eleventh Sitges Conference , pp. 137 153
- Hertz, J.A.¹

29
- 0001548727
- Exhaustive Learning
- (1990) Neural Computation , vol.2 , pp. 374
- Schwartz, D.B.¹ Samalam, V.K.² Denker, J.S.³ Solla, S.A.⁴

30
- 0024293983
- (1988) Science , vol.242 , pp. 414
- Shrager, J.¹ Hogg, T.² Huberman, B.A.³

31
- 0000624304
- (1987) Complex Syst. , vol.1 , pp. 877
- Denker, J.¹ Schwartz, D.² Wittner, B.³ Solla, S.⁴ Howard, R.⁵ Jackel, L.⁶ Hopfield, J.⁷

32
- 0004280818
- Columbia University Press, New York
- (1932) Fundamentals of Learning
- Thorndike, E.L.¹

33
- 0004279035
- Liveright, New York
- (1929) Gestalt Psychology
- Kohler, W.¹

34
- 0001000745
- Storage capacity of memory networks with binary couplings
- (1989) Journal de Physique , vol.50 , pp. 3057
- Krauth, W.¹ Mézard, M.²

35
- 84926553954
- edited by, M.K. Warmuth, L.G. Valiant, Kaufmann, San Mateo, CA
- (1991) Proceedings of the Fourth Annual Workshop on Computational Learning Theory , pp. 257 266
- Venkatesh, S.S.¹

36
- 84956262903
- Learning in a Two-Layer Neural Network of Edge Detectors
- (1990) Europhysics Letters (EPL) , vol.13 , pp. 567
- Sompolinsky, H.¹ Tishby, N.²

37
- 84926604374
- Kocher, I.¹ Monasson, R.²

38
- 0003797476
- (1990) Phys. Rev. Lett. , vol.65 , pp. 1683
- Sompolinsky, H.¹ Tishby, N.² Seung, H.S.³

39
- 0004147488
- Springer Verlag, Berlin
- (1988) Monte Carlo Simulation in Statistical Mechanics
- Binder, K.¹ Heerman, D.W.²

40
- 26444479778
- (1983) Science , vol.220 , pp. 671
- Kirkpatrick, S.¹ Gelatt, C.D.² Vecchi, M.P.³

41
- 34547484735
- (1975) J. Phys. F , vol.5 , pp. 965
- Edwards, S.F.¹ Anderson, P.W.²

42
- 4444384303
- (1975) Phys. Rev. Lett. , vol.35 , pp. 1792
- Sherrington, D.¹ Kirkpatrick, S.²

43
- 17044416028
- (1978) Phys. Rev. B , vol.17 , pp. 4384
- Kirkpatrick, S.¹ Sherrington, D.²

44
- 0001227466
- (1981) Phys. Rev. Lett. , vol.47 , pp. 935
- Sompolinsky, H.¹

45
- 0043230411
- (1986) Rev. Mod. Phys. , vol.58 , pp. 801
- Binder, K.¹ Young, A.P.²

46
- 0003571050
- World Scientific, Singapore
- (1987) Spin Glass Theory and Beyond
- Mézard, M.¹ Parisi, G.² Virasoro, M.A.³

47
- 0003952786
- Spartan, New York
- (1962) Principles of Neurodynamics
- Rosenblatt, F.¹

48
- 0039028646
- J. R. L. de Almeida and
- (1978) J. Phys. A , vol.11 , pp. 129
- Thouless, D.J.¹

49
- 84926583353
- A. Krogh and J. A. Hertz, in Advances in Neural Information Processing Systems, edited by R. P. Lippman, J. E. Moody, and D.S. Touretzky (Kaufmann, San Mateo, CA, 1991), pp. 897 903; J. Phys. A (to be published).

50
- 0004290881
- MIT Press, Cambridge, MA
- (1988) Perceptrons
- Minsky, M.L.¹ Papert, S.²

51
- 0001654264
- (1991) Phys. Rev. Lett. , vol.66 , pp. 2677
- Opper, M.¹ Haussler, D.²

52
- 84926553042
- (Ref. [34]), pp.
- Proceedings of the Fourth Annual Workshop on Computational Learning Theory , pp. 75 87
- Opper, M.¹ Haussler, D.²

53
- 0000157007
- (1986) J. Phys. A , vol.19 , pp. L1047
- Gardner, E.¹

54
- 0001150959
- (1990) Phys. Rev. A , vol.41 , pp. 7097
- Györgyi, G.¹

55
- 4243861085
- (1981) Phys. Rev. B , vol.24 , pp. 2613
- Derrida, B.¹

56
- 0040892466
- (1991) J. Phys. A , vol.24 , pp. 4907
- Derrida, B.¹ Griffiths, R.B.² Prügel Bennett, A.³

57
- 0040892464
- (1991) Network , vol.2 , pp. 353
- Fontanari, J.F.¹ Meir, R.²

58
- 84918441630
- (1965) IEEE Trans. Electron. Comput. , vol.14 , pp. 326
- Cover, T.M.¹

59
- 36149029786
- (1988) J. Phys. A , vol.21 , pp. 257
- Gardner, E.¹

60
- 0002631885
- Optimal storage properties of neural network models
- (1988) Journal of Physics A: Mathematical and General , vol.21 , pp. 271
- Gardner, E.¹ Derrida, B.²

61
- 0000745533
- (1990) Phys. Rev. Lett. , vol.65 , pp. 2312
- Barkai, E.¹ Hansel, D.² Kanter, I.³

62
- 77957550371
- Landscape statistics of the binary perceptron
- (1990) Journal de Physique , vol.51 , pp. 1403
- Fontanari, J.F.¹ Köberle, R.²

63
- 0001385756
- (1992) Phys. Rev. A , vol.45 , pp. 4146
- Barkai, E.¹ Hansel, D.² Sompolinsky, H.³

64
- 84956222194
- Storage Capacity of a Multilayer Neural Network with Binary Weights
- (1991) Europhysics Letters (EPL) , vol.14 , pp. 107
- Barkai, E.¹ Kanter, I.²

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