• DocumentCode
    3259090
  • Title

    Biophysical basis, stability, and directional response characteristics of multiplicative lateral inhibitory neural networks

  • Author

    Bouzerdoum, Abdesselam ; Pinter, R.B.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Washington, Seattle, WA, USA
  • fYear
    1989
  • fDate
    0-0 1989
  • Abstract
    Summary form only given, as follows. A directionally selective nonlinear lateral inhibitory neural network is proposed. The network originates from the biophysical mechanism of shunting inhibition. Its stability and some of its directional response characteristics are examined. The most significant property of this network is its differential response to stimuli moving in opposite directions. This directional response is found to vary with the mean input strength level, the size and speed of moving objects, as well as with coupling among elements of the network.<>
  • Keywords
    learning systems; neural nets; stability; biophysical mechanism; coupling; differential response; directional response characteristics; mean input strength level; multiplicative lateral inhibitory neural networks; shunting inhibition; stability; Learning systems; Neural networks; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1989. IJCNN., International Joint Conference on
  • Conference_Location
    Washington, DC, USA
  • Type

    conf

  • DOI
    10.1109/IJCNN.1989.118458
  • Filename
    118458