Title :
Formation of chaos attractor as searching space in hierarchical layer model
Author_Institution :
1-7-10-101 Kouenji-minami, Suginami-ku, Tokyo, Japan
Abstract :
A simple and general hierarchical two layer model of neural network can produce chaos attractor. The area of the chaos attractor is efficient for search. When input pattern is not strong and clear, the model produces a searching space of chaos attractor. When the input pattern becomes strong and clear enough, the searching space of chaos disappears.
Keywords :
chaos; neural nets; search problems; chaos attractor; hierarchical layer model; neural network; searching space; Brain modeling; Chaos; Conductivity; Electroencephalography; Feedback loop; Intelligent networks; Neural networks; Neurons; Numerical models; Olfactory;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.714210
