• DocumentCode
    2958477
  • Title

    ViNNSL - the Vienna Neural Network Specification Language

  • Author

    Beran, Peter Paul ; Vinek, Elisabeth ; Schikuta, Erich ; Weishäupl, Thomas

  • Author_Institution
    Dept. of Comput. Sci. & Bus. Inf., Univ. of Vienna, Vienna
  • fYear
    2008
  • fDate
    1-8 June 2008
  • Firstpage
    1872
  • Lastpage
    1879
  • Abstract
    We present ViNNSL (Vienna Neural Network Specification Language), an XML based language for describing, training and running neural networks on a grid infrastructure. ViNNSL allows for dynamic client-server communication regarding the semantics of neural network resources. As a proof-of-concept the language is used in N2Grid, a system for the utilization of neural network resources on a worldwide basis. Based on the grid infrastructure N2Grid allows to build up a virtual community enabling arbitrary users to exchange knowledge (neural network resources, such as neural network objects and neural network paradigms) and to exploit the available computing resources for neural network specific tasks, leading to a grid based, world-wide distributed, neural network knowledge and simulation system.
  • Keywords
    XML; client-server systems; grid computing; neural nets; specification languages; N2Grid; ViNNSL; Vienna neural network specification language; dynamic client-server communication; grid infrastructure; proof-of-concept the language; world wide distribution; Artificial neural networks; Collaboration; Computational modeling; Computer networks; Distributed computing; Grid computing; Neural networks; Service oriented architecture; Specification languages; XML;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7576
  • Print_ISBN
    978-1-4244-1820-6
  • Electronic_ISBN
    1098-7576
  • Type

    conf

  • DOI
    10.1109/IJCNN.2008.4634053
  • Filename
    4634053