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
Link To Document