A PARAMETER-FREE SELF-ORGANIZING MAP FOR THE ANALYSIS OF PP-REACTIONSAT COSY

Authors
LANGE JS HERMANOWSKI P FREIESLEBEN H
Citation
Js. Lange et al., A PARAMETER-FREE SELF-ORGANIZING MAP FOR THE ANALYSIS OF PP-REACTIONSAT COSY, Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment, 389(1-2), 1997, pp. 214-218
Citations number
7
Categorie Soggetti
Nuclear Sciences & Tecnology","Physics, Particles & Fields","Instument & Instrumentation",Spectroscopy
Journal title
Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment → ACNP
ISSN journal
01689002
Volume
389
Issue
1-2
Year of publication
1997
Pages
214 - 218
Database
ISI
SICI code
0168-9002(1997)389:1-2<214:APSMFT>2.0.ZU;2-N
Abstract
The Kohonen Algorithm was extended by (a) a coupling between node and input space based upon gravitational principles and (b) a controlling mechanism based upon two-point correlation functions. The extended alg orithm avoids optimization of the learning rate and neighbourhood para meters and was successfully applied to off-line tasks like invariant m ass analysis, Delta E particle discrimination and background suppressi on.