Mr. Arnaud Gucciardi Profile

Arnaud Gucciardi

at TOELT GmbH

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Publications (3)

Proceedings Article | 15 March 2023 Presentation + Paper

Understanding the learning mechanism of convolutional neural networks applied to fluorescence spectra

Francesca Venturini, Umberto Michelucci, Michela Sperti, Arnaud Gucciardi, Marco Deriu

Proceedings Volume 12438, 124380O (2023) https://doi.org/10.1117/12.2647809

KEYWORDS: Fluorescence, Machine learning, Convolutional neural networks, Data modeling, Artificial neural networks, Visualization, Spectroscopy, Neural networks, UV-Vis spectroscopy

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Proceedings Article | 17 May 2022 Poster + Paper

Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks

Michela Sperti, Arnaud Gucciardi, Umberto Michelucci, Francesca Venturini, Marco Deriu

Proceedings Volume 12139, 121391K (2022) https://doi.org/10.1117/12.2621666

KEYWORDS: Luminescence, Chemical analysis, Neural networks, Convolutional neural networks, Sensors, Fluorescence spectroscopy, Artificial neural networks, Quality testing methods

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Proceedings Article | 17 May 2022 Poster + Paper

Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil

Gucciardi Arnaud, Umberto Michelucci, Francesca Venturini, Michela Sperti, Marco Agostino Deriu

Proceedings Volume 12139, 121391J (2022) https://doi.org/10.1117/12.2621588

KEYWORDS: Sensors, Neural networks, Luminescence, Artificial neural networks, Network architectures, Fluorescence spectroscopy, Convolutional neural networks, Spectroscopy

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