Optimization of training sets for neural-net processing of characteristics patterns from vibrating solids

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4448, Issue , 2001, Pages 209-217

  Decker, Arthur J ^a  

^a NASA GLENN RESEARCH CENTER   (United States)

Author keywords

Characteristic patterns; Holography; Neural networks

Indexed keywords

ALGORITHMS; BACKPROPAGATION; FEEDFORWARD NEURAL NETWORKS; HOLOGRAMS; MULTILAYER NEURAL NETWORKS; OPTIMIZATION;

CHARACTERISTIC PATTERNS; FOLDING; FRINGE PATTERNS; LEARNING PERFORMANCE; NON-DESTRUCTIVE EVALUATION; TRAINING SETS;

HOLOGRAPHY;

EID: 0035761835     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.449379     Document Type: Conference Paper

References (9)

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7. A. J. Decker, E. B. Fite, O. Mehmed and S. A. Thorp, "Vibrational Analysis of Engine Components Using Neural-Net Processing and Electronic Holography," Advanced Non-Intrusive Instrumentation for Propulsion Engines, AGARD-CP-598, pp. 33-1--33-6, 1998.
8. A. J. Decker, E. B. Fite, S. A. Thorp and O. Mehmed, "Comparison of computational-model and experimental-example trained neural networks for processing speckled fringe patterns," International Conference on Optical Technology and Image Processing Fluid, Thermal, and Combustion Flow, Proceedings of VSJ-SPIE '98, on compact disc in pdf, paper AB002. 1998.
9. A. J. Decker, "Neural-Net Processing of Characteristic Patterns," Topics on Nondestructive Evaluation Series, Automation, Miniature Robotics and Sensors for Nondestructive Evaluation and Testing, Yoseph Bar-Cohen, Technical Editor, vol. 4, chapter 7.1, The American Society for Nondestructive Testing, Inc., 2000.