Foto del docente

Mauro Mangia

Associate Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Publications

Martinini, Filippo; Enttsel, Andriy; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca, Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 660 - 664 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]

Ciancarelli C.; Corallo F.; Cognetta S.; Mariotti E.; Manovi L.; Mangia M.; Marchioni A.; Rovatti R.; Pareschi F.; Setti G., New Concepts Of Automated Anomaly Detection In Space Operations Through ML-Based Techniques, in: PROCEEDINGS OF THE INTERNATIONAL ASTRONAUTICAL CONGRESS, 2022, pp. N/A - N/A (atti di: INTERNATIONAL ASTRONAUTICAL CONGRESS, Parigi, Settembre 2022) [Contribution to conference proceedings]

Paolino, Carmine; Antolini, Alessio; Pareschi, Fabio; Mangia, Mauro; Rovatti, Riccardo; Scarselli, Eleonora Franchi; Setti, Gianluca; Canegallo, Roberto; Carissimi, Marcella; Pasotti, Marco, Phase-Change Memory in Neural Network Layers with Measurements-based Device Models, in: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Crewe, The Printing House, 2022, pp. 1536 - 1540 (atti di: ISCAS 22 : IEEE International Symposium on Circuits and Systems, Austin (USA), 27 May 2022 - 01 June 2022) [Contribution to conference proceedings]Open Access

Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G., Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 665 - 669 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]

Paolino, C.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G., An architecture for ultra-low-voltage ultra-low-power compressed sensing-based acquisition systems, in: 2021 IEEE Nordic Circuits and Systems Conference, NORCAS 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 7 (atti di: 7th IEEE Nordic Circuits and Systems Conference, NORCAS 2021, nor, 2021) [Contribution to conference proceedings]

Prono, Luciano; Marchioni, Alex; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction, in: In Proceedings - 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2021, pp. 01 - 05 (atti di: 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), Berlin, Germany, 7-9 Oct. 2021) [Contribution to conference proceedings]

Paolino Carmine, Antolini Alessio, Pareschi Fabio, Mangia Mauro, Rovatti Riccardo, Franchi Scarselli Eleonora, Gnudi Antonio, Setti Gianluca, Canegallo Roberto, Carissimi Marcella, Pasotti Marco, Compressed sensing by phase change memories: Coping with encoder non-linearities, in: 2021 IEEE International Symposium on Circuits and Systems (ISCAS) : Proceedings, Piscataway (New Jersey), Institute of Electrical and Electronics Engineers, 2021, pp. 1 - 5 (atti di: 53rd IEEE International Symposium on Circuits and Systems (ISCAS 2021) : Smart Technology for an Intelligent Society, Daegu, Korea, May 22-28, 2021) [Contribution to conference proceedings]Open Access

Martinini, Filippo; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment, in: 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2021, pp. 01 - 06 (atti di: 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), Berlino, Germania, 7-9 Ottobre 2021) [Contribution to conference proceedings]

Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca, Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring, «IEEE INTERNET OF THINGS JOURNAL», 2021, 8, pp. 4433 - 4447 [Scientific article]Open Access

Zonzini, Federica; Zauli, Matteo; Mangia, Mauro; Testoni, Nicola; De Marchi, Luca, HW-Oriented Compressed Sensing for Operational Modal Analysis: The Impact of Noise in MEMS Accelerometer Networks, in: 2021 IEEE Sensors Applications Symposium (SAS), 2021, pp. 1 - 5 (atti di: Sensors Application Sysmposium, Sundsvall, Sweden (Online), 23-25 Agosto 2021) [Contribution to conference proceedings]

Zonzini, Federica; Zauli, Matteo; Mangia, Mauro; Testoni, Nicola; De Marchi, Luca, Model-assisted Compressed Sensing for Vibration-based Structural Health Monitoring, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2021, 17, Article number: 9318528 , pp. 7338 - 7347 [Scientific article]Open Access

Paolino, C.; Prono, L.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G., A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC, «INTEGRATION», 2020, 75, pp. 40 - 51 [Scientific article]

Mangia M.; Pareschi F.; Rovatti R.; Setti G., Adapted Compressed Sensing: A Game Worth Playing, «IEEE CIRCUITS AND SYSTEMS MAGAZINE», 2020, 20, Article number: 8988292 , pp. 40 - 60 [Scientific article]

Pareschi, F.; Bertoni, N.; Mangia, M.; Massolini, R. G.; Frattini, G.; Rovatti, R.; Setti, G., Class-E Isolated DC-DC Converter with High-Rate and Cost-Effective Bidirectional Data Channel, «IEEE TRANSACTIONS ON POWER ELECTRONICS», 2020, 35, Article number: 8827960 , pp. 5304 - 5318 [Scientific article]

Callegari, Sergio; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca, Compressed Sensing of ΔΣ Streams, in: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscatawey (NJ), IEEE, 2020, pp. 835 - 838 (atti di: IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genova, 27-29 Novembre 2019) [Contribution to conference proceedings]Open Access

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