Modeling chaotic behavior of discrete dynamical systems in two-dimension using Kohonen Som

• Main Author: Fortuna, Janice C.
• Format: text
• Language: English
• Published: Animo Repository 2004
• Subjects: Skidmore, Owings & Merrill; Architecture, Modern > 20th century; Mathematical models; Discrete-time systems; Chaotic behavior in systems; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/etd_masteral/3294; https://animorepository.dlsu.edu.ph/context/etd_masteral/article/10132/viewcontent/CDTG003908_P.pdf
• Institution: De La Salle University

The SOM architecture, training, and the self-organizing feature map is a popular neural network model adhering to the unsupervised learning paradigm and its being widely used for the cluster analysis of high dimensional data. This study investigates the capability of the Kohonen SOM to learn and mod...