• DocumentCode
    2259335
  • Title

    Orientation map: a reaction-diffusion based model

  • Author

    Bhaumik, Basabi ; Markan, Chota M.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    228
  • Abstract
    We show that models for orientation map formation, which invoke convolution in the dynamic equation, are in fact invoking non-local reaction diffusion. In the early stages of development it is unlikely that non-local interactions take place. We present a nonlinear reaction diffusion model based on near neighbour interaction for formation of orientation map. Besides capturing all the essential topological qualities of experimental orientation, our model also deals with the interspecies variations in the orientation map
  • Keywords
    Hebbian learning; convolution; filtering theory; neural nets; neurophysiology; physiological models; topology; vision; Hebbian learning; convolution; feature maps; filtering; near neighbour interaction; orientation map; reaction diffusion model; topology; visual cortex; Band pass filters; Brain modeling; Computer science; Convolution; Educational technology; Gaussian processes; Kernel; Neurons; Nonlinear equations; Physics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
  • Conference_Location
    Como
  • ISSN
    1098-7576
  • Print_ISBN
    0-7695-0619-4
  • Type

    conf

  • DOI
    10.1109/IJCNN.2000.857841
  • Filename
    857841