• DocumentCode
    3069943
  • Title

    Clapnet-neural net´s program simulator for classification and prediction

  • Author

    Arutunov, K. ; Batalov, A. ; Goryashko, A. ; Lakshin, G.

  • Author_Institution
    Inst. of Precise Mech. & Comput. Eng., Acad. of Sci., Moscow, Russia
  • fYear
    1995
  • fDate
    20-23 Sep 1995
  • Firstpage
    374
  • Lastpage
    378
  • Abstract
    Feedforward networks with intermediate or “hidden” layers between the input and the output layers are considered. The back-propagation algorithm is a main reason for such resurgence of interest in this area because it is very simple and in some cases a wonderfully efficient method of the nets learning. Today there are a lot of program packages for simulation of artificial neural systems. Unfortunately most of them are unavailable for native programmers because of cost, for example, neural net simulator in MATLAB, or functional possibility of these systems is insufficient for developing real-world applications (for example Brain Maker Pro). The authors present a tool kit working under Windows, using above all its graphical interface, to investigate connectionist approaches in the speech processing
  • Keywords
    backpropagation; feedforward neural nets; graphical user interfaces; multilayer perceptrons; pattern classification; speech processing; virtual machines; Clapnet; Windows; classification; feedforward networks; graphical interface; hidden layers; intermediate layers; neural net program simulator; prediction; Artificial neural networks; Biological neural networks; Brain modeling; Error correction; Feedforward systems; Graphics; Network topology; Neural networks; Predictive models; Software packages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neuroinformatics and Neurocomputers, 1995., Second International Symposium on
  • Conference_Location
    Rostov on Don
  • Print_ISBN
    0-7803-2512-5
  • Type

    conf

  • DOI
    10.1109/ISNINC.1995.480883
  • Filename
    480883