Learning of higher-order perceptrons with tunable complexities

Journal of Physics A: Mathematical and General

Volumn 31, Issue 38, 1998, Pages 7771-7784

  Yoon, Hyoungsoo ^a,b   Oh, Jong Hoon ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

^b HEBREW UNIVERSITY OF JERUSALEM   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0032566578     PISSN: 03054470     EISSN: None     Source Type: Journal    
DOI: 10.1088/0305-4470/31/38/012     Document Type: Article

References (25)

1. Rumelhart D E, McClelland J L and the PDP Research Group (ed) 1986 Parallel Distributed Processing vol 1 (Cambridge, MA: MIT)
2. Haykin S 1994 Neural Networks: A Comprehensive Foundation (Englewood Cliffs, NJ: MacMillan)
3. Bishop C M 1995 Neural Networks for Pattern Recognition (Oxford: Clarendon)
4. Rumelhart D E, Hinton G E and Williams R J 1986 Parallel Distributed Processing vol 1, ed D E Rumelhart, J L McClelland and the PDP Research Group (Cambridge, MA: MIT) ch 8, pp 318-62
5. Kanter I 1988 Phys. Rev. A 38 5972
6. Kohring G A 1990 J. Physique 51 145
7. Giles C L and Maxwell T 1987 Appl. Opt. 26 4972
8. Kanter I 1987 J. Phys. C: Solid State Phys. 20 L257
9. Lee Y C et al 1986 Physica 22D 276
10. Chang C and Cheung J Y 1992 Int. Joint Conf. on Neural Networks vol III (New York: IEEE) pp 511-16
11. Linhart G and Dorffner G 1992 Int. Joint Conf. on Neural Networks vol III (New York: IEEE) pp 705-10
12. Ring M 1994 Advances in Neural Information Processing Systems vol 6 (Denver, CO: Morgan Kaufmann) pp 115-22
13. Vapnik V N 1995 The Nature of Statistical Learning Theory (New York: Springer)
14. Minsky M L and Papert S 1969 Perceptrons (Cambridge, MA: MIT)
15. Gardner E 1988 J. Phys. A: Math. Gen. 21 257
16. Sompolinsky H, Tishby N and Seung H S 1990 Phys. Rev. Lett. 65 1683
17. Seung H S, Sompolinsky H and Tishby N 1992 Phys. Rev. A 45 6056
18. Opper M, Kinszel W, Kleinz J and Nehl R 1990 J. Phys. A: Math. Gen. 23 L581
19. Opper M and Kinzel W 1996 Physics of Neural Networks ed J L V Hemmen, E Domany and K Schulten (Berlin: Springer)
20. Barkai E, Hansel D and Kanter I 1990 Phys. Rev. Lett. 65 2312
21. Kang K, Oh J-H, Kwon C and Park Y 1993 Phys. Rev. E 48 4805
22. Oh J-H, Kwon C and Cho S (ed) 1995 Neural Networks: The Statistical Mechanics Perspective (Progress in Neural Processing 1) (Singapore: World Scientific)
23. Cover T M 1965 IEEE Trans. Electron. Comput. 14 326
24. Hassibi B, Stork D G and Wolff G 1993 Advances in Neural Information Processing Systems vol 5 (Denver, CO: Morgan Kaufmann) pp 263-70
25. Canning A and Gardner E 1988 J. Phys. A: Math. Gen. 21 3275