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Complex-Valued Self-Organizing Map Using Amplitude and Phase

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F11%3A00182698" target="_blank" >RIV/68407700:21240/11:00182698 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Complex-Valued Self-Organizing Map Using Amplitude and Phase

  • Original language description

    In this paper, an extension to complex-valued self-organizing map is presented. It uses amplitude and phase of complex numbers instead of real and imaginary part. This adjustment requires new methods to find best matching unit and to update neuron weights. Both methods are presented in this paper as well as tested on artificial data of hand-written characters.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2011

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    POSTER 2011 - 15th International Student Conference on Electrical Engineering

  • ISBN

    978-80-01-04806-1

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    1-4

  • Publisher name

    ČVUT, Fakulta elektrotechnická

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    May 12, 2011

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article