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FLAIRS
2004
13 years 7 months ago
Aperiodic Dynamics and the Self-Organization of Cognitive Maps in Autonomous Agents
Aperiodic dynamics are known to be essential in the formation of perceptual mechanisms and representations in biological organisms. Advances in neuroscience and computational neur...
Derek Harter, Robert Kozma
IJCNN
2000
IEEE
13 years 10 months ago
Predictive Multiple Model Switching Control with the Self-Organizing Map
—A predictive, multiple model control strategy is developed by extension of self-organizing map (SOM) local dynamic modeling of nonlinear autonomous systems to a control framewor...
Mark A. Motter
CORR
2006
Springer
113views Education» more  CORR 2006»
13 years 6 months ago
Study of Self-Organization Model of Multiple Mobile Robot
: A good organization model of multiple mobile robot should be able to improve the efficiency of the system, reduce the complication of robot interactions, and detract the difficul...
Cheng Xian-Yi, Li Shu-Qin, Xian De-Shen
WEBI
2007
Springer
14 years 9 days ago
Growing Hierarchical Self-Organizing Maps for Web Mining
— Many information retrieval and machine learning methods have not evolved in order to be applied to the Web. Two main problems in applying some machine learning techniques for W...
Joseph P. Herbert, Jingtao Yao
ESANN
2003
13 years 7 months ago
Unsupervised Recursive Sequence Processing
We propose a self organizing map (SOM) for sequences by extending standard SOM by two features, the recursive update of Sperduti [7] and the hyperbolic neighborhood of Ritter [5]. ...
Marc Strickert, Barbara Hammer