A parameter-free non-growing self-organizing map based upon gravitational principles: Algorithm and applications

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1112 LNCS, Issue , 1996, Pages 827-832

  Lange, J S ^a   Freiesleben, H ^a  

^a DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONFORMAL MAPPING; NEURAL NETWORKS; OPTIMIZATION; PARAMETER ESTIMATION; SELF ORGANIZING MAPS;

3-DIMENSIONAL; A-PARTICLES; INPUT SPACE; KOHONEN ALGORITHM; LEARNING RATES; MECHANISM-BASED; NEIGHBOURHOOD; TWO-POINT CORRELATION FUNCTION; GROWING SELF ORGANIZING MAP; TWO POINT CORRELATION FUNCTIONS;

PARAMETER ESTIMATION; ALGORITHMS;

EID: 21344464827     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61510-5_139     Document Type: Conference Paper

References (9)

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3. Martinetz, T., Schulten, K.: A neural-gas network learns topologies. Artificial Neural Networks, Editors: Kohonen, T., Ms K., Simula, O., Kangas, J., North-Holland, Amsterdam, 1991, pp. 397.
4. Behrmann, K.-O.: Leistungsuntersuchung des Dynamischen Link-Matchings und Vergleich mit dem Kohonen-Algorithmus. Diploma Thesis, Institut fur Neuroinformatik, Ruhr-University Bochum, 1993.
5. Lange, J.S.: Extraktion van Bremsstrahlungsereignissen in Proton-Proton- Reaktionen durch Anwendung kfinsthcher neuronaler Netze. Ph.D. Thesis, Institut fur Experimentalphysik I, Ruhr-University Bochum, 1994.
6. Lange, J. S. et al.: Cluster-Gravitation - An Extension to the Kohonen Map for the Identification of pp-Bremsstrahlung at COSY. 4th Int. Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics AIHENP 95, Pisa, Apr 4-8, 1995, (in press).
7. Einstein, A.: Die Grundlage der allgemeinen Relativitaitstheorie. Ann. d. Phys. 49 (1916) 769.
8. The COSY-TOF-Collaboration: Physica Scripta 48 (1993) 226.
9. Hermanowski, P.: Ph. D. Thesis, Institut fur Experimentalphysik I, Ruhr-University Bochum, 1996, (in preparation).