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Empirical results of using back-propagation neural networks to separate single echoes from multiple echoes

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Empirical results illustrate the pitfalls of applying an artificial neural network (ANN) to classification of underwater active sonar returns. During training, a back-propagation ANN classifier learns to recognize two classes of reflected active sonar waveform... ...