메뉴 건너뛰기




Volumn 15, Issue 8-9, 2002, Pages 1017-1027

γ-Observable neighbours for vector quantization

Author keywords

Observable neighbours; Dimension selection; Natural neighbours; Neural gas; Self distribution; Self organizing maps; Vector quantization

Indexed keywords

VECTOR QUANTIZATION;

EID: 0036789801     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(02)00076-X     Document Type: Conference Paper
Times cited : (8)

References (34)
  • 3
    • 2142720854 scopus 로고    scopus 로고
    • Voisinage γ-Observable et effet d'auto-répartition
    • France: Presses Universitaires de Grenoble
    • Aupetit, M. (2002). Voisinage γ-Observable et effet d'auto-répartition. Proceedings of CAp 2002, Conférence d'Apprentissage (pp. 99-110). France: Presses Universitaires de Grenoble.
    • (2002) Proceedings of CAp 2002, Conférence d'Apprentissage , pp. 99-110
    • Aupetit, M.1
  • 5
    • 21844522039 scopus 로고
    • A study of the classification capabilities of neural networks using unsupervised learning: A comparison with k-means clustering
    • Balakrishnan P.V., Cooper M.C., Jacob V.S., Lewis P.A. A study of the classification capabilities of neural networks using unsupervised learning: A comparison with k-means clustering. Psychometrika. 59:(4):1994;509-525.
    • (1994) Psychometrika , vol.59 , Issue.4 , pp. 509-525
    • Balakrishnan, P.V.1    Cooper, M.C.2    Jacob, V.S.3    Lewis, P.A.4
  • 8
    • 24444436670 scopus 로고    scopus 로고
    • Visual probe mark inspection, using hardware implementation of artificial neural networks, in VLSI production
    • Lanzarote, Canary Island, Spain
    • De Trémiolles, G., Tannhof, P., Plougonven, B., Demarigny, C., & Madani, K. (1997). Visual probe mark inspection, using hardware implementation of artificial neural networks, in VLSI production. Proceedings of IWANN, Lanzarote, Canary Island, Spain.
    • (1997) Proceedings of IWANN
    • De Trémiolles, G.1    Tannhof, P.2    Plougonven, B.3    Demarigny, C.4    Madani, K.5
  • 9
  • 10
    • 0000171332 scopus 로고    scopus 로고
    • Limitations of self-organizing maps for vector quantization and multidimensional scaling
    • M.C. Mozer, M.I. Jordan, & T. Petsche. Cambridge: MIT Press/Bradford Books
    • Flexer A. Limitations of self-organizing maps for vector quantization and multidimensional scaling. Mozer M.C., Jordan M.I., Petsche T., Advances in neural information processing systems. Vol. 9:1997;445-451 MIT Press/Bradford Books, Cambridge.
    • (1997) Advances in neural information processing systems , vol.9 , pp. 445-451
    • Flexer, A.1
  • 11
    • 84956853519 scopus 로고    scopus 로고
    • On the use of self-organizing maps for clustering and visualization
    • J.M. Zytkow, & J. Rauch. Berlin: Springer
    • Flexer A. On the use of self-organizing maps for clustering and visualization. Zytkow J.M., Rauch J., Lecture notes in artificial intelligence. Lecture notes in artificial intelligence. Vol. 1704:1999;80-88 Springer, Berlin.
    • (1999) Lecture notes in artificial intelligence , vol.1704 , pp. 80-88
    • Flexer, A.1
  • 12
    • 0001465710 scopus 로고
    • Voronoï diagrams and Delaunay triangulations
    • D.Z. Du, & F. Hwang. Singapore: World Scientific
    • Fortune S. Voronoï diagrams and Delaunay triangulations. Du D.Z., Hwang F., Computing in Euclidean geometry. 1992;193-233 World Scientific, Singapore.
    • (1992) Computing in Euclidean geometry , pp. 193-233
    • Fortune, S.1
  • 13
    • 0028748949 scopus 로고
    • Growing cell structures - A self-organizing network for unsupervised and supervised learning
    • Fritzke B. Growing cell structures - a self-organizing network for unsupervised and supervised learning. Neural Networks. 7:(9):1994;1441-1460.
    • (1994) Neural Networks , vol.7 , Issue.9 , pp. 1441-1460
    • Fritzke, B.1
  • 14
    • 0000773486 scopus 로고
    • A growing neural gas network learns topologies
    • G. Tesauro, D.S. Touretzky, & T.K. Leen. Cambridge, MA: MIT Press
    • Fritzke B. A growing neural gas network learns topologies. Tesauro G., Touretzky D.S., Leen T.K., Advances in neural information processing systems. Vol. 7:1995;MIT Press, Cambridge, MA.
    • (1995) Advances in neural information processing systems , vol.7
    • Fritzke, B.1
  • 15
    • 33750126257 scopus 로고
    • Growing grid - A self-organizing network with constant neighborhood range and adaptation strength
    • Fritzke B. Growing grid - a self-organizing network with constant neighborhood range and adaptation strength. Neural Processing Letters. 2:(5):1995;9-13.
    • (1995) Neural Processing Letters , vol.2 , Issue.5 , pp. 9-13
    • Fritzke, B.1
  • 16
    • 0344972928 scopus 로고    scopus 로고
    • Self-organizing maps: Generalizations and new optimization techniques
    • Graepel T., Burger M., Obermayer K. Self-organizing maps: Generalizations and new optimization techniques. Neurocomputing. 21:1998;173-190.
    • (1998) Neurocomputing , vol.21 , pp. 173-190
    • Graepel, T.1    Burger, M.2    Obermayer, K.3
  • 24
    • 0027632248 scopus 로고
    • A 'neural-gas' network for vector quantization and its application to time-series prediction
    • Martinetz T., Berkovitch S., Schulten K. A 'neural-gas' network for vector quantization and its application to time-series prediction. IEEE Transactions on Neural Networks. 4:(4):1993;558-569.
    • (1993) IEEE Transactions on Neural Networks , vol.4 , Issue.4 , pp. 558-569
    • Martinetz, T.1    Berkovitch, S.2    Schulten, K.3
  • 29
    • 34250092740 scopus 로고
    • Convergence properties of kohonen's topology conserving maps: Fluctuation, stability and dimension selection
    • Ritter H., Schulten K. Convergence properties of kohonen's topology conserving maps: Fluctuation, stability and dimension selection. Biological Cybernetics. 60:1988;59-71.
    • (1988) Biological Cybernetics , vol.60 , pp. 59-71
    • Ritter, H.1    Schulten, K.2
  • 31
    • 0000389568 scopus 로고
    • Statistical mechanics and phase transition in clustering
    • Rose K., Gurewitz F., Fox G. Statistical mechanics and phase transition in clustering. Physical Review Letter. 65:(8):1990;945-948.
    • (1990) Physical Review Letter , vol.65 , Issue.8 , pp. 945-948
    • Rose, K.1    Gurewitz, F.2    Fox, G.3
  • 32
    • 2142733564 scopus 로고    scopus 로고
    • The GSOM-Algorithm for growing hypercubical output spaces in self-organizing maps
    • Helsinky University of Technology, Finland
    • Villmann, T., & Bauer, H.-U. (1997). The GSOM-Algorithm for growing hypercubical output spaces in self-organizing maps. Workshop on Self-Organizing Maps, WSOM'97, Helsinky University of Technology, Finland.
    • (1997) Workshop on Self-Organizing Maps, WSOM'97
    • Villmann, T.1    Bauer, H.-U.2
  • 33
    • 0026821121 scopus 로고
    • Competitive learning and soft competition for vector quantizer design
    • Yair E., Zeger K., Gersho A. Competitive learning and soft competition for vector quantizer design. IEEE Transactions on Signal Processing. 40:(2):1992;294-309.
    • (1992) IEEE Transactions on Signal Processing , vol.40 , Issue.2 , pp. 294-309
    • Yair, E.1    Zeger, K.2    Gersho, A.3
  • 34
    • 0020100081 scopus 로고
    • Asymptotic quantization error of continuous signals and the quantization dimension
    • Zador P.L. Asymptotic quantization error of continuous signals and the quantization dimension. IEEE Transactions on Information Theory. IT-28:(2):1982;139-149.
    • (1982) IEEE Transactions on Information Theory , vol.IT-28 , Issue.2 , pp. 139-149
    • Zador, P.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.