Design of a fuzzy logic-based bidirectional mapping for Kohonen networks

IEEE International Symposium on Intelligent Control - Proceedings

Volumn , Issue , 2004, Pages 425-430

  Hülsen, Helge ^a  

^a UNIVERSITY OF OLDENBURG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; EXTRAPOLATION; FUNCTIONS; INTERPOLATION; SELF ORGANIZING MAPS;

BIDIRECTIONAL MAPPING; INTERPOLATION ALGORITHMS; SELF ORGANIZING LOCALLY INTERPOLATING MAPS (SOLIM); TIME VARIANT SYSTEMS;

FUZZY SETS;

EID: 20344380916     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Aupetit, M., P. Couturier, P. Masotte "Function Approximation with Continuous Self-Organizing Maps using Neighboring Influence Interpolation", Proc. of Neural Computation NC2000, Berlin, Germany, 2000
2. Fatikow, S., et al. "Versatile Microrobot System for Operating Inside a Scanning Electron Microscope", Proc. of the 2nd Int. Symposium on Autonomous Minirobots for Research and Edutainment, Brisbane, Australia, 2003, pp. 143-152
3. Hagan, M., H. Demuth, M. Bale "Neural Network Design", PWS Publishing Company, Boston, U.S.A., 1996, chapter 14
4. Hülsen, H., S. Gamica, S. Fatikow "Extended Kohonen Networks for the Pose Control of Microrobots in a Nanohandling Station", Proc. of Int. IEEE Symp. on Intelligent Control, Houston, Texas, USA, 2003, pp.116-121
5. Klawonn, F., R. Kruse "Constructing a Fuzzy Controller from Data", FSS, vol. 85, 1997, pp.177-193
6. Michels, K. "A model-based fuzzy controller", Fuzzy Sets and Systems vol. 85(2), 1997, 223-232
7. Nerrgaard, M., O. Ravn, N.K. Poulsen, L.K. Hansen Neural Networks for Modelling and Control of Dynamic Systems. 3. printing, 2003, pp. 125-139. Springer Verlag, London
8. Park, Y.-M., U.-C. Moon and K.Y. Lee "A Self-Organizing Fuzzy Controller for Dynamic Systems Using a Fuzzy Auto-Regressive Moving Average (FARMA) Model", IEEE Transactions on Fuzzy Systems vol. 3, 1995, pp.75-82
9. Ritter, H., Martinetz, T., Schulten, K., Neural computation and selforganizing maps. Addison Wesley, Reading, Mass., 1992
10. Tung, W.L., C. Queck "GenSoFNN: A Generic Self-Organizing Fuzzy Neural Network", IEEE Transactions on Neural Networks, vol. 13, 2002, pp.1075-1086