Title :
Information processing in 1-D and 2-D map: recurrent and cellular neural networks implementation
Author :
Andreyev, Yu.V. ; Dmitriev, A.S. ; Kuminov, D.A. ; Pavlov, V.
Author_Institution :
Inst. of Radio Eng. & Electron., Acad. of Sci., Moscow, Russia
Abstract :
Mathematical models of neural networks, based on one-dimensional (1D) and two-dimensional (2D) maps are proposed, in which complex dynamics and chaos are used for storing and processing information
Keywords :
cellular neural nets; chaos; data handling; information retrieval; limit cycles; recurrent neural nets; 1D map; 2D map; cellular neural networks; chaos; complex dynamics; information retrieval; information storage; limit cycles; mathematical models; recurrent neural networks; Cellular neural networks; Chaos; Computational efficiency; Information processing; Information retrieval; Intelligent networks; Limit-cycles; Mathematical model; Neural networks; Recurrent neural networks;
Conference_Titel :
Cellular Neural Networks and their Applications, 1996. CNNA-96. Proceedings., 1996 Fourth IEEE International Workshop on
Conference_Location :
Seville
Print_ISBN :
0-7803-3261-X
DOI :
10.1109/CNNA.1996.566580
