• DocumentCode
    2753643
  • Title

    Coherent learning in cortical maps: a generic approach

  • Author

    Menard, Olivier ; Frezza-Buet, Herve

  • Author_Institution
    Supelec, France
  • Volume
    5
  • fYear
    2005
  • fDate
    31 July-4 Aug. 2005
  • Firstpage
    2885
  • Abstract
    This paper presents a computational model inspired from the cortex organization that defines coherent learning in multiple cortical maps, in order to perform multi-modal coordination. The joint self-organization of the maps is described as a process allowing dealing with multi-modal information within cooperative distributed modules. The very purpose of this approach is the design of a generic distributed architecture for robotic servo-control from a functional view of the cortical information processing.
  • Keywords
    brain models; learning (artificial intelligence); neurophysiology; robots; self-organising feature maps; servomechanisms; coherent learning; cooperative distributed module; cortex organization; cortical information processing; cortical map; distributed architecture; multimodal coordination; robotic servo-control; Biological system modeling; Biology computing; Brain modeling; Coherence; Computational modeling; Computer architecture; Electronic mail; Nervous system; Robot kinematics; Servosystems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
  • Print_ISBN
    0-7803-9048-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.2005.1556383
  • Filename
    1556383