Physical Sciences › Engineering › Electrical and Electronic Engineering
Advanced Electrical Measurement Techniques
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- An extended method for Statistical Signal Characterization using moments and cumulants, as a fast and accurate pre-processing stage of simple ANNs applied to the recognition of pattern alterations in pulse-like waveforms
G. H. Bustos, H. H. Segnorile · 30 December 2025
We propose a feature-extraction procedure based on the statistical characterization of waveforms, applied as a fast pre-processing stage in a pattern recognition task using simple artificial neural network models. This procedure involves measuring a set of 30 parameters, including moments and cumula…
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