• DocumentCode
    3312902
  • Title

    Evolving an emotion-based neural control architecture

  • Author

    Ackovska, Nevena ; Bozinovski, Stevo ; Bozinovska, Liljana

  • Author_Institution
    FNSM Sts. Cyril & Methodius Univ., Skopje
  • fYear
    2008
  • fDate
    3-6 April 2008
  • Firstpage
    404
  • Lastpage
    408
  • Abstract
    This work addresses a central problem in evolvable systems - evolution of a neural based emotion integrated learning phenotype from an initial genotype. It describes morphogenesis of a cognitive system based on a neural network, starting from a single genotype having a modulon control structure. It further presents an axon growing mechanism as second step of neural evolution. The neural architecture presented here has the ability to evolve to an emotion integrated neural leaning architecture.
  • Keywords
    cognition; neural nets; neurocontrollers; cognitive system; emotion-based neural control; integrated learning phenotype; modulon control structure; Artificial intelligence; Artificial neural networks; Bioinformatics; Computer architecture; Control systems; Evolution (biology); Genetics; Genomics; Nerve fibers; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Southeastcon, 2008. IEEE
  • Conference_Location
    Huntsville, AL
  • Print_ISBN
    978-1-4244-1883-1
  • Electronic_ISBN
    978-1-4244-1884-8
  • Type

    conf

  • DOI
    10.1109/SECON.2008.4494328
  • Filename
    4494328