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Volumn , Issue , 2007, Pages 1057-1064

The neurodynamics of belief propagation on binary Markov random fields

Author keywords

[No Author keywords available]

Indexed keywords

BELIEF PROPAGATION; BIOLOGICAL NEURAL NETWORKS; CONTINUOUS HOPFIELD NETWORKS; CONTINUOUS TIME; CONVERGENCE PROBLEMS; HOPFIELD NETWORKS; MARKOV RANDOM FIELDS; MESSAGE PASSING ALGORITHM; NEURODYNAMICS; WEAK CONNECTION;

EID: 77953761625     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (17)

References (12)
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    • G. Lakemeyer and B. Nebel (eds.), Morgan Kaufmann, San Francisco
    • Yedidia, J.S., Freeman, W.T., Weiss, Y. (2003) Understanding belief propagtion and its generalizations. In G. Lakemeyer and B. Nebel (eds.) Exploring Artificial Intelligence in the New Millenium, Morgan Kaufmann, San Francisco.
    • (2003) Exploring Artificial Intelligence in the New Millenium
    • Yedidia, J.S.1    Freeman, W.T.2    Weiss, Y.3
  • 2
    • 29044445739 scopus 로고    scopus 로고
    • On the properties of the Bethe approximation and loopy belief propagation on binary networks
    • doi:10.1088/1742-5468/2005/11/P11012
    • Mooij, J.M., Kappen, H.J. (2005) On the properties of the Bethe approximation and loopy belief propagation on binary networks. J.Stat.Mech., doi:10.1088/1742-5468/2005/11/P11012.
    • (2005) J.Stat.Mech.
    • Mooij, J.M.1    Kappen, H.J.2
  • 3
    • 0037216891 scopus 로고    scopus 로고
    • Approximate inference in Boltzmann machines
    • Welling, M., Teh,W.T. (2003) Approximate inference in Boltzmann machines. Artificial Intelligence 143:19-50.
    • (2003) Artificial Intelligence , vol.143 , pp. 19-50
    • Welling, M.1    Teh, W.T.2
  • 4
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Geman, S., Geman, D. (1984) Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE-PAMI 6(6):721-741.
    • (1984) IEEE-PAMI , vol.6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 5
    • 0003527974 scopus 로고
    • Second edition, JohnWiley & Sons, New York, Chapter 13
    • Huang, K. (1987) Statistical mechanics. Second edition, JohnWiley & Sons, New York, Chapter 13.
    • (1987) Statistical Mechanics
    • Huang, K.1
  • 7
    • 0003887430 scopus 로고    scopus 로고
    • Oxford University Press, Inc., New York
    • Koch, C. (1999), Biophysics of computation. Oxford University Press, Inc., New York.
    • (1999) Biophysics of Computation
    • Koch, C.1
  • 9
    • 0004469897 scopus 로고
    • Neurons with graded response have collective computational properties like those of two-state neurons
    • Hopfield, J.J. (1984) Neurons with graded response have collective computational properties like those of two-state neurons. PNAS 81:3088-3092.
    • (1984) PNAS , vol.81 , pp. 3088-3092
    • Hopfield, J.J.1
  • 10
    • 6344281239 scopus 로고    scopus 로고
    • On the uniqueness of loopy belief propagation fixed points
    • Heskes, T. (2004) On the uniqueness of loopy belief propagation fixed points. Neural Comput. 16:2379-2413.
    • (2004) Neural Comput. , vol.16 , pp. 2379-2413
    • Heskes, T.1
  • 11
    • 18144389852 scopus 로고    scopus 로고
    • Implementing belief propagation in neural circuits
    • Shon, A.P., Rao, R.P.N. (2005) Implementing belief propagation in neural circuits. Neurocomputing 65-66:877-884.
    • (2005) Neurocomputing , vol.65-66 , pp. 877-884
    • Shon, A.P.1    Rao, R.P.N.2
  • 12
    • 7244239162 scopus 로고    scopus 로고
    • Natural computation measured as a reduction of complexity
    • Stoop, R., Stoop, N. (2004) Natural computation measured as a reduction of complexity. Chaos 14(3):675-679.
    • (2004) Chaos , vol.14 , Issue.3 , pp. 675-679
    • Stoop, R.1    Stoop, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.