• DocumentCode
    3494870
  • Title

    Reference time in SpikeProp

  • Author

    Sporea, Ioana ; Grüning, André

  • Author_Institution
    Dept. of Comput., Univ. of Surrey, Guildford, UK
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    1090
  • Lastpage
    1092
  • Abstract
    Although some studies have been done on the learning algorithm for spiking neural networks SpikeProp, little has been mentioned about the required input bias neuron that sets the reference time start. This paper examines the importance of the reference time in neural networks based on temporal encoding. The findings refute previous assumptions about the reference start time.
  • Keywords
    learning (artificial intelligence); neural nets; SpikeProp; learning algorithm; reference start time; spiking neural networks; temporal encoding; Biological neural networks; Conferences; Encoding; Firing; Joints; Mathematical model; Neurons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2011 International Joint Conference on
  • Conference_Location
    San Jose, CA
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4244-9635-8
  • Type

    conf

  • DOI
    10.1109/IJCNN.2011.6033344
  • Filename
    6033344
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3494870