A parameter-free self-organizing map for the analysis of pp-reactions at COSY

Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Volumn 389, Issue 1-2, 1997, Pages 214-218

  Lange, J S ^a   Hermanowski, P ^b   Freiesleben, H ^a  

^a DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

^b RUHR UNIVERSITY BOCHUM   (Germany)

Author keywords

Computer data analysis; Inelastic proton scattering; Neural networks

Indexed keywords

ALGORITHMS; DATA REDUCTION; ELECTRIC NETWORK SYNTHESIS; FUNCTIONS; PROTONS; SCATTERING; VECTORS;

CORRELATION FUNCTION; INELASTIC PROTON SCATTERING; KOHONEN ALGORITHM; SELF ORGANIZING MAP;

NEURAL NETWORKS;

EID: 0031125035     PISSN: 01689002     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0168-9002(97)00120-4     Document Type: Article

References (7)

1. T. Kohonen, Self-Organization and Associative Memory, Springer Series in Information Sceinces Vol. 8 (1984) p. 125.
2. J.S. Lange, Extraktion von Bremsstrahlungsereignissen in Proton-Proton-Reaktionen durch Anwendung künstlicher neuronaler Netze, Ph.D. Thesis, Institut für Experimentalphysik I, Ruhr-Universität Bochum, 1994.
3. J.S. Lange, Th. Degener, J. Lüdemann, M. Kunze, M. Steinke and W. Potthast, Cluster-Gravitation-An extension to the Kohonen map for the identification of pp-Bremsstrahlung at COSY, Proc. AIHEP95, 4-8/04/95, Pisa, Italy, New Computing Techniques in Physics Research IV (World Scientific, 1995) p. 653.
4. G.B. Dalton, R.A.C. Croft, G. Efstathiou, W.J. Sutherland, S.J. Maddox and M. Davis, The two-point correlation function of rich clusters of galaxies: Results from an extended APM cluster redshift survey, preprint astro-ph/9407076, submitted to MNRAS, available from http://xxx.lanl.gov.
5. The COSY-TOF-Collaboration, Physica Scripta 48 (1993) 226.
6. P. Hermanowski, Ph.D. Thesis, Institut für Experimentalphysik I, Ruhr-Universität Bochum, 1996, in preparation.
7. J.S. Lange, P. Schönmeier and H. Freiesleben, these Proceedings (AIHENP'96, Lausanne, Switzerland, 1996) Nucl. Instr. and Meth. A 389 (1997) 74.