About the use of neural networks in integrated numerical circuits and systems.
Joldeş, Remus, Ileană, Ioan, Olteanu, Emil (2003)
Acta Universitatis Apulensis. Mathematics - Informatics
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About the use of neural networks in integrated numerical circuits and systems.
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In this article a new neural network based method for automatic classification of ground penetrating radar (GPR) traces is proposed. The presented approach is based on a new representation of GPR signals by polynomials approximation. The coefficients of the polynomial (the feature vector) are neural network inputs for automatic classification of a special kind of geologic structure-a sinkhole. The analysis and results show that the classifier can effectively distinguish sinkholes from...