• DocumentCode
    3300258
  • Title

    A novel learning algorithm inspired by the concept of DNA sequence in biological systems

  • Author

    Lin, Dongmei ; Yu, Guojie ; Qiao, Haiyun

  • Author_Institution
    Hebei Univ. of Eng., Handan, China
  • fYear
    2010
  • fDate
    25-27 June 2010
  • Firstpage
    513
  • Lastpage
    517
  • Abstract
    In this paper, a novel algorithm named DNA-like learning algorithm is proposed. This algorithm is enable to quickly train the CNN template implementing LSBF, and has many advantages including without the need to consider its convergence property, in particular faster running speed and better robustness. The important problem of implementing non-LSBF will be further discussed in the future study.
  • Keywords
    Biological information theory; Biological systems; Biology computing; Boolean functions; Cellular neural networks; Convergence; DNA; Educational technology; Robustness; Sequences; Biological Systems; DNA; Learning Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Educational and Network Technology (ICENT), 2010 International Conference on
  • Conference_Location
    Qinhuangdao, China
  • Print_ISBN
    978-1-4244-7660-2
  • Electronic_ISBN
    978-1-4244-7662-6
  • Type

    conf

  • DOI
    10.1109/ICENT.2010.5532250
  • Filename
    5532250