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Titel: Comparative study of connectionist simulators
Verfasser: Dengel, Andreas
Lutzy, Ottmar
Sprache: Englisch
Erscheinungsjahr: 1993
Quelle: Kaiserslautern ; Saarbrücken : DFKI, 1993
SWD-Schlagwörter: Künstliche Intelligenz
DDC-Sachgruppe: 004 Informatik
Dokumentart : Report (Bericht)
Kurzfassung: This paper presents practical experiences and results we obtained while working with simulators for artificial neural network, i.e. a comparison of the simulators' functionality and performance is described. The selected simulators are free of charge for research and education. The simulators in test were: (a) PlaNet, Version 5.6 from the University of Colorado at Boulder, USA, (b) Pygmalion, Version 2.0, from the Computer Science Department of the University College London, Great Britain, (c) the Rochester Connectionist Simulator (RCS), Version 4.2 from the University of Rochester, NY, USA and (d) the SNNS (Stuttgart Neural Net Simulator), Versions 1.3 and 2.0 from the University of Stuttgart, Germany. The functionality test focusses on special features concerning the establishment and training of connectionist networks as well as facilities of their application. By exemplarily evaluating the simulators' performance, we attempted to establish one and the same type of back-propagation network for optical character recognition (OCR). A respective quality statement is made by comparing the number of cycles needed for training and the recognition rate of the individual simulators.
Link zu diesem Datensatz: urn:nbn:de:bsz:291-scidok-39412
hdl:20.500.11880/25106
http://dx.doi.org/10.22028/D291-25050
Schriftenreihe: Research report / Deutsches Forschungszentrum für Künstliche Intelligenz [ISSN 0946-008x]
Band: 93-23
SciDok-Publikation: 7-Jul-2011
Fakultät: Sonstige Einrichtungen
Fachrichtung: SE - DFKI Deutsches Forschungszentrum für Künstliche Intelligenz
Fakultät / Institution:SE - Sonstige Einrichtungen

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