• DocumentCode
    2961161
  • Title

    On the decision boundaries of hyperbolic neurons

  • Author

    Nitta, Tohru ; Buchholz, Sven

  • Author_Institution
    Neurosci. Res. Inst., AIST, Tsukuba
  • fYear
    2008
  • fDate
    1-8 June 2008
  • Firstpage
    2974
  • Lastpage
    2980
  • Abstract
    In this paper, the basic properties, especially decision boundary, of the hyperbolic neurons used in the hyperbolic neural networks are investigated. And also, a non-split hyperbolic sigmoid activation function is proposed.
  • Keywords
    functions; neural nets; number theory; hyperbolic neural network; hyperbolic neuron decision boundary; hyperbolic number; nonsplit hyperbolic sigmoid activation function; Blood; Helium; Matrices; Neural networks; Neurons; Neuroscience; Textile industry;
  • 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.2008.4634216
  • Filename
    4634216
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2961161