Title :
Clustering in coupled maps on small-world networks
Author :
De Oliveira, Rogério ; Monteiro, Luiz H A
Author_Institution :
Facul. de Comput. e Infor., Univ. Presbiteriana Mackenzie, Sao Paulo, Brazil
Abstract :
Coupled map lattices and globally coupled maps are able to create clusters in which elements show synchronized oscillation. These behaviors can also be found in disordered networks like small-world models with the advantage of combining small average distances between elements with few edges. Here the partial synchronization of coupled maps on three different small-world models are investigated and compared.
Keywords :
lattice theory; neural nets; oscillations; pattern clustering; clustering; coupled map lattices; disordered networks; globally coupled maps; small-world networks; synchronized oscillation; Biological system modeling; Chemical elements; Equations; Evolution (biology); Intelligent networks; Lattices; Network topology; Symmetric matrices; Telecommunication computing; Telecommunication control;
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
Print_ISBN :
0-7803-7898-9
DOI :
10.1109/IJCNN.2003.1223368