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Volumn , Issue , 2008, Pages 414-419

Free energy-based competitive learning for self-organizing maps

Author keywords

Competitive learning; Entropy; Free energy; Mutual information; Self organizing maps

Indexed keywords

COMPETITIVE LEARNING; COMPUTATIONAL PROCEDURES; CONNECTION WEIGHTS; ENERGY METHODS; FEATURE MAPS; FREE ENERGY MINIMIZATIONS; INFORMATION-THEORETIC APPROACHES; INPUT PATTERNS; MUTUAL INFORMATION; MUTUAL INFORMATION MAXIMIZATIONS;

EID: 62849099253     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (16)
  • 1
    • 0141689654 scopus 로고    scopus 로고
    • Progressive feature extraction by greedy network-growing algorithm
    • R. Kamimura, "Progressive feature extraction by greedy network-growing algorithm," Complex Systems, vol. 14, no. 2, pp. 127-153, 2003.
    • (2003) Complex Systems , vol.14 , Issue.2 , pp. 127-153
    • Kamimura, R.1
  • 2
    • 0035528493 scopus 로고    scopus 로고
    • Flexible feature discovery and structural information control
    • R. Kamimura, T. Kamimura, and O. Uchida, "Flexible feature discovery and structural information control," Connection Science, vol. 13, no. 4, pp. 323-347, 2001.
    • (2001) Connection Science , vol.13 , Issue.4 , pp. 323-347
    • Kamimura, R.1    Kamimura, T.2    Uchida, O.3
  • 3
    • 0035528493 scopus 로고    scopus 로고
    • Information theoretic competitive learning in self-adaptive multi-layered networks
    • R. Kamimura, "Information theoretic competitive learning in self-adaptive multi-layered networks," Connection Science, vol. 13, no. 4, pp. 323-347, 2003.
    • (2003) Connection Science , vol.13 , Issue.4 , pp. 323-347
    • Kamimura, R.1
  • 4
    • 0242551550 scopus 로고    scopus 로고
    • Teacher-directed learning: Information-theoretic competitive learning in supervised multi-layered networks
    • R. Kamimura, "Teacher-directed learning: information-theoretic competitive learning in supervised multi-layered networks," Connection Science, vol. 15, pp. 117-140, 2003.
    • (2003) Connection Science , vol.15 , pp. 117-140
    • Kamimura, R.1
  • 5
    • 0842343631 scopus 로고    scopus 로고
    • Information-theoretic competitive learning with inverse euclidean distance
    • R. Kamimura, "Information-theoretic competitive learning with inverse euclidean distance," Neural Processing Letters, vol. 18, pp. 163-184, 2003.
    • (2003) Neural Processing Letters , vol.18 , pp. 163-184
    • Kamimura, R.1
  • 6
    • 27344446063 scopus 로고    scopus 로고
    • Improving information-theoretic competitive learning by accentuated information maximization
    • R. Kamimura, "Improving information-theoretic competitive learning by accentuated information maximization," International Journal of General Systems, vol. 34, no. 3, pp. 219-233, 2006.
    • (2006) International Journal of General Systems , vol.34 , Issue.3 , pp. 219-233
    • Kamimura, R.1
  • 7
    • 0001608026 scopus 로고
    • Feature discovery by competitive learning
    • D. E. Rumelhart and G. E. H. et al, eds, Cambridge: MIT Press
    • D. E. Rumelhart and D. Zipser, "Feature discovery by competitive learning," in Parallel Distributed Processing (D. E. Rumelhart and G. E. H. et al., eds.), vol. 1, pp. 151-193, Cambridge: MIT Press, 1986.
    • (1986) Parallel Distributed Processing , vol.1 , pp. 151-193
    • Rumelhart, D.E.1    Zipser, D.2
  • 8
    • 5244352553 scopus 로고
    • Competitive learning: From interactive activation to adaptive resonance
    • S. Grossberg, "Competitive learning: from interactive activation to adaptive resonance," Cognitive Science, vol. 11, pp. 23-63, 1987.
    • (1987) Cognitive Science , vol.11 , pp. 23-63
    • Grossberg, S.1
  • 10
    • 0025225150 scopus 로고
    • Competitive learning algorithms for vector quantization
    • S. C. Ahalt, A. K. Krishnamurthy, P. Chen, and D. E. Melton, "Competitive learning algorithms for vector quantization," Neural Networks, vol. 3, pp. 277-290, 1990.
    • (1990) Neural Networks , vol.3 , pp. 277-290
    • Ahalt, S.C.1    Krishnamurthy, A.K.2    Chen, P.3    Melton, D.E.4
  • 11
    • 0005671334 scopus 로고    scopus 로고
    • The formation of topographic maps that maximize the average mutual information of the output responses to noiseless input signals
    • M. M. V. Hulle, "The formation of topographic maps that maximize the average mutual information of the output responses to noiseless input signals," Neural Computation, vol. 9, no. 3, pp. 595-606, 1997.
    • (1997) Neural Computation , vol.9 , Issue.3 , pp. 595-606
    • Hulle, M.M.V.1
  • 14
    • 0000389568 scopus 로고
    • Statistical mechanics and phase transition in clustering
    • K. Rose, E. Gurewitz, and G. C. Fox, "Statistical mechanics and phase transition in clustering," Physical review letters, vol. 65, no. 8, pp. 945-948, 1990.
    • (1990) Physical review letters , vol.65 , Issue.8 , pp. 945-948
    • Rose, K.1    Gurewitz, E.2    Fox, G.C.3
  • 15
    • 0027632248 scopus 로고
    • Neural-gas network for vector quanitization and its application to time-series prediction
    • T. M. Martinez, S. G. Berkovich, and K. J. Schulten, "Neural-gas network for vector quanitization and its application to time-series prediction," IEEE transactions on neural networks, vol. 4, no. 4, pp. 558-569, 1993.
    • (1993) IEEE transactions on neural networks , vol.4 , Issue.4 , pp. 558-569
    • Martinez, T.M.1    Berkovich, S.G.2    Schulten, K.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.