Title :
Search mechanisms for adaptive resonance theory (ART) architectures
Author :
Carpenter, Gail A. ; Grossberg, Stephen
Author_Institution :
Center for Adaptive Syst., Boston Univ., MA, USA
Abstract :
A model to implement search in neural network hierarchies is outlined. The system models elementary properties of the chemical synapse, such as transmitter accumulation, depletion, and modulation. The search mechanism is embedded in an adaptive resonance theory (ART) architecture.<>
Keywords :
adaptive systems; learning systems; neural nets; adaptive resonance theory; chemical synapse; depletion; modulation; neural network hierarchies; search mechanism; transmitter accumulation; Adaptive systems; Learning systems; Neural networks;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118581
