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 :
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