Abstract: This work investigates the use of ResNet-based AEs to reduce the impact of laser phase noise within coherent optical communication transmission. Traditional AE designs usually rely on dense ...

The NBA has been blessed with plenty of talented defenders throughout its history, but Victor Wembanyama has already proven that he could go down as the greatest shot-blocker of all time. After ...

As indivisible units of life, the cells of all organisms consist of four fundamental macromolecular components: nucleic acids (including DNA and RNA), proteins, lipids and glycans. From the ...

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A deep learning-based audio classification system built from scratch using PyTorch with ResNet architecture, achieving 83.75% accuracy on the ESC-50 dataset. Features real-time inference, interactive ...