Predicting with confidence - An improved dynamic cell structure

Lecture Notes in Computer Science

Volumn 3610, Issue PART I, 2005, Pages 750-759

  Liu, Yan ^a   Cukic, Bojan ^a   Jiang, Michael ^b   Xu, Zhiwei ^b  

^a West Virginia University   (United States)

^b MOTOROLA INC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; FLIGHT DYNAMICS; LEARNING SYSTEMS; NEURAL NETWORKS; RELIABILITY; SELF ORGANIZING MAPS;

CELL STRUCTURE; COMPLEX DATA; LEARNING CAPABILITIES; SAFETY CRITICAL SYSTEMS;

ELECTRIC NETWORK TOPOLOGY;

EID: 26844457958     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11539087_99     Document Type: Conference Paper

References (12)

1. J. Bruske, and G. Sommer. Dynamic cell structure learns perfectly topology preserving map, Neural Computation, Vol. 7, No. 4, 1995, 845-865.
2. T. Martinetz, and K. Schulten. Topology representing networks, Neural Networks, Vol. 7, No. 3, 1994, 507-522.
3. Institute of Software Research. Dynamic cell structure neural network report for the intelligent flight control system, Technical report, Document ID: IFC-DCSR-D002-UNCLASS-010401, January 2001.
4. J.A. Leonard, M.A. Kramer, and L.H. Ungar. Using radial basis functions to approximate a function and its error bounds. IEEE Transactions on Neural Networks, 3(4):624-627, July 1992.
5. Teuvo Kohonen. The self-organizing map, Proc. of the IEEE, Vol. 78, No. 9, September, 1990, 1464-1480.
6. B. Fritzke, Growing cell structures - a self-organizing network for unsupervised and supervised learning, Neural Networks, Vol. 7, No. 9, May 1993, 1441-1460.
7. S. Yerramalla, Y. Liu, E. Fuller, B. Cukic and S. Gururajan. An Approach to V&V of Embedded Adaptive Systems, in Lecture Notes in Computer Science (LNCS) Proceeding of Third NASA-Goddard/IEEE Workshop on Formal Approaches to Agent-Based Systems, Springer-Verlag, 2004.
8. C.C. Jorgensen. Feedback linearized aircraft control using dynamic cell structures, World Automation Congress (ISSCI), Alaska, 1991, 050.1-050.6.
9. The Boeing Company, Intelligent flight control: advanced concept program, Technical report, 1999.
10. M. Napolitano, G. Molinaro, M. Innocenti, and D. Martinelli. A complete hardware package for a fault tolerant flight control system using online learning neural networks. IEEE Control Systems Technology, January, 1998.
11. th International Computer Software and Applications Conference, workshop on Software Cybernetics, Hong Kong, September 2004.
12. S. Yerramalla, E. Fuller, B. Cukic. Lyapunov Analysis of Neural Network Stability in an Adaptive Flight Control System, 6th Symposium on Self Stabilizing Systems (SSS-03), San Francisco, CA, June 2003.