Author

A. V. Onishchenko

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Open access Jul 2026

Neural networks and classical methods of real-time signal processing on embedded platforms

It is experimentally demonstrated that the 1D CNN architecture under low signal-to-noise ratio conditions exhibits higher classification accuracy compared to classical methods and approaches the theoretical optimum.

O. V. Vorgul, A. V. Onishchenko, G. O. Serbsky · Radiotekhnika · 0 citations