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Volumn 20, Issue 1, 2008, Pages 288-309

On the classification capability of sign-constrained perceptrons

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; BRAIN; COMPUTER SIMULATION; LEARNING; NERVE CELL; NERVE CELL NETWORK; NERVE TRACT; PHYSIOLOGY; SYNAPTIC TRANSMISSION;

EID: 37749054399     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2008.20.1.288     Document Type: Article
Times cited : (16)

References (13)
  • 1
    • 2642539661 scopus 로고
    • The interaction space of neural networks with sign-constrained synapses
    • Amit, D. J., Campbell, C., & Wong, K. Y. M. (1989). The interaction space of neural networks with sign-constrained synapses. J. Phys. A: Math. Gen., 22, 4687-4693.
    • (1989) J. Phys. A: Math. Gen , vol.22 , pp. 4687-4693
    • Amit, D.J.1    Campbell, C.2    Wong, K.Y.M.3
  • 2
    • 2342447077 scopus 로고
    • Perceptron learning with sign-constrained weights
    • Amit, D. J., Wong, K. Y. M., & Campbell, C. (1989). Perceptron learning with sign-constrained weights. J. Phys. A: Math. Gen., 22, 2039-2045.
    • (1989) J. Phys. A: Math. Gen , vol.22 , pp. 2039-2045
    • Amit, D.J.1    Wong, K.Y.M.2    Campbell, C.3
  • 3
    • 4644327403 scopus 로고    scopus 로고
    • Vapnik-Chervonenkis dimension of neural nets
    • M. A. Arbib Ed, 2nd ed, pp, Cambridge: MIT Press
    • Bartlett, P. L., & Maass, W. (2003). Vapnik-Chervonenkis dimension of neural nets. In M. A. Arbib (Ed.), The handbook of brain theory and neural networks (2nd ed., pp. 1188-1192). Cambridge: MIT Press.
    • (2003) The handbook of brain theory and neural networks , pp. 1188-1192
    • Bartlett, P.L.1    Maass, W.2
  • 4
    • 4444234075 scopus 로고    scopus 로고
    • Optimal information storage and the distribution of synaptic weights: Perceptron versus Purkinje cell
    • Brunel, N., Hakim, V., Isope, P., Nadal, J. P., & Barbour, B. (2004). Optimal information storage and the distribution of synaptic weights: Perceptron versus Purkinje cell. Neuron, 48, 745-757.
    • (2004) Neuron , vol.48 , pp. 745-757
    • Brunel, N.1    Hakim, V.2    Isope, P.3    Nadal, J.P.4    Barbour, B.5
  • 5
    • 36149029786 scopus 로고
    • The space of interactions in neural network models
    • Gardner, E. (1987). The space of interactions in neural network models. Journal of Physics A, 21, 257-270.
    • (1987) Journal of Physics A , vol.21 , pp. 257-270
    • Gardner, E.1
  • 8
    • 51249194645 scopus 로고
    • A logical calculus of ideas immanent in nervous activity
    • McCulloch, W. S., & Pitts, W. (1943). A logical calculus of ideas immanent in nervous activity. Bulletin of Mathematical Biophysics, 5, 115-133.
    • (1943) Bulletin of Mathematical Biophysics , vol.5 , pp. 115-133
    • McCulloch, W.S.1    Pitts, W.2
  • 13
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • Vapnik, V. N., & Chervonenkis, A. Y. (1971). On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and Its Applications, 26(2), 264-280.
    • (1971) Theory of Probability and Its Applications , vol.26 , Issue.2 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.