Title :
An alternative matching mechanism: getting rid of attentional gain control and its consequent 2/3 rule in ART-1
Author_Institution :
Syntonic Syt. Inc., Portland, OR, USA
Abstract :
Summary form only given, as follows. An alternative matching mechanism in ART-1 that does not use attentional gain control is presented. The motivation for this modification is to reduce the amount of circuitry in a hardware implementation of ART-1. A new reset rule and a different initial condition for top-down traces are introduced. The simulated behavior of the original ART-1 is compared to that of the modified design.<>
Keywords :
computerised pattern recognition; neural nets; ART-1; matching mechanism; neural nets; pattern recognition; top-down traces; Neural networks; Pattern recognition;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118399
