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

Conference Paper


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.

Publication Date


  • 1989

Citation


  • Bouzerdoum, A., & Pinter, R. B. (1989). Biophysical basis, stability, and directional response characteristics of multiplicative lateral inhibitory neural networks. In IJCNN Int Jt Conf Neural Network (pp. 617).

Scopus Eid


  • 2-s2.0-0024931588

Web Of Science Accession Number


Start Page


  • 617

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.

Publication Date


  • 1989

Citation


  • Bouzerdoum, A., & Pinter, R. B. (1989). Biophysical basis, stability, and directional response characteristics of multiplicative lateral inhibitory neural networks. In IJCNN Int Jt Conf Neural Network (pp. 617).

Scopus Eid


  • 2-s2.0-0024931588

Web Of Science Accession Number


Start Page


  • 617