DocumentCode :
445887
Title :
Ability to skip steps emerging from chaotic dynamics
Author :
Bueno, Luciana P P ; Araujo, Aluizio F R
Author_Institution :
Departament of Electr. Eng., Sao Paulo Univ., Brazil
Volume :
2
fYear :
2005
fDate :
31 July-4 Aug. 2005
Firstpage :
741
Abstract :
A chaotic bidirectional memory model (C-BAM) is constructed through the inclusion of chaotic neurons in the original BAM. Empiric experiments showed the occurrence of a chaotic dynamic capable to generate large diversity of recalled patterns involving complex excursions over all stored memories. This suggested that the retrieval sequence can model the ability of a novice or the ability of an expert to execute a task. Moreover, the paper illustrates a case in which a novice recall can be transformed into an expert recall through parametric variation.
Keywords :
chaos; content-addressable storage; neural nets; autoassociative neural model; chaotic bidirectional memory model; chaotic dynamics; chaotic neurons; expert recall; Animals; Artificial neural networks; Biological system modeling; Chaos; Delay; Electronic mail; Informatics; Magnesium compounds; Neural networks; Neurons;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN :
0-7803-9048-2
Type :
conf
DOI :
10.1109/IJCNN.2005.1555944
Filename :
1555944
Link To Document :
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