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Volumn 52, Issue 2, 1996, Pages 374-389

Learning binary perceptrons perfectly efficiently

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; COMPUTATIONAL COMPLEXITY; INTEGER PROGRAMMING; LEARNING SYSTEMS; RANDOM PROCESSES; VECTORS;

EID: 0030125804     PISSN: 00220000     EISSN: None     Source Type: Journal    
DOI: 10.1006/jcss.1996.0028     Document Type: Article
Times cited : (5)

References (15)
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  • 2
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    • Ph.D. dissertation, Dept. of Electrical Eng., University of Pennsylvania
    • S. C. Fang, "The Complexity of Learning Binary Perceptons," Ph.D. dissertation, Dept. of Electrical Eng., University of Pennsylvania, 1995.
    • (1995) The Complexity of Learning Binary Perceptons
    • Fang, S.C.1
  • 3
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    • On the average tractability of binary integer programming and the curious transition to perfect generalisation in learning majority functions
    • ACM Press, New York
    • S. C. Fang and S. S. Venkatesh, On the average tractability of binary integer programming and the curious transition to perfect generalisation in learning majority functions, in "Proceedings, 6th ACM Conf. on Computational Learning Theory," pp. 310-316, ACM Press, New York, 1993.
    • (1993) Proceedings, 6th ACM Conf. on Computational Learning Theory , pp. 310-316
    • Fang, S.C.1    Venkatesh, S.S.2
  • 6
    • 0000534344 scopus 로고
    • Three unfinished works on the optimal storage capacity of networks
    • E. Gardner and B. Derrida, Three unfinished works on the optimal storage capacity of networks, J. Phys. A: Math. Gen. 22 (1989), 1983-1994.
    • (1989) J. Phys. A: Math. Gen. , vol.22 , pp. 1983-1994
    • Gardner, E.1    Derrida, B.2
  • 8
    • 0012588287 scopus 로고
    • On learning perceptrons with binary weights
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    • (1993) Neural Comput. , vol.5 , pp. 767-782
    • Golea, M.1    Marchand, M.2
  • 9
    • 0001150959 scopus 로고
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    • G. Györgi, First order transition to perfect generalisation in a neural network with binary synapses, Phys. Rev. A 41 (1990), 7097-7100.
    • (1990) Phys. Rev. A , vol.41 , pp. 7097-7100
    • Györgi, G.1
  • 10
    • 4243377862 scopus 로고
    • Learning algorithm for a neural network with binary synapses
    • W. Köhler, S. Diederich, W. Kinzel, and M. Opper, Learning algorithm for a neural network with binary synapses, Z. Phys. B 78 (1990), 333-342.
    • (1990) Z. Phys. B , vol.78 , pp. 333-342
    • Köhler, W.1    Diederich, S.2    Kinzel, W.3    Opper, M.4
  • 11
    • 0040254831 scopus 로고
    • Tight bounds on transition to perfect generalisation in perceptrons
    • Y.-D. Lyuu and I. Rivin, Tight bounds on transition to perfect generalisation in perceptrons, Neural Comput. 4 (1992), 854-862.
    • (1992) Neural Comput. , vol.4 , pp. 854-862
    • Lyuu, Y.-D.1    Rivin, I.2
  • 12
    • 0024092215 scopus 로고
    • Computational limitations on learning from examples
    • L. Pitt and L. G. Valiant, Computational limitations on learning from examples, J. Assoc. Comput. Mach. 35, No. 4 (1988), 965-984.
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  • 13
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  • 14
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    • On learning binary weights for majority functions
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    • Venkatesh, S.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.