Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G., Structured Pruning in Deep Neural Networks with Trainable Probability Masks, in: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS), IEEE, 2023, pp. 1020 - 1024 (atti di: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS), Tempe, AZ, USA, 06-09 August 2023) [Contributo in Atti di convegno]
Zanellini A.; Pellegrini S.; Nerone M.; Valic I.; Zauli M.; De Marchi L.; Matteazzi N.; Violi M.; Rovatti R., Temperature Sensors Virtualization in High Performance Electric Motors, in: 2023 IEEE International Workshop on Metrology for Automotive, MetroAutomotive 2023 - Proceedings, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2023, pp. 99 - 104 (atti di: 3rd IEEE International Workshop on Metrology for Automotive, MetroAutomotive 2023, Palazzo Ducale of Modena, ita, 2023) [Contributo in Atti di convegno]
Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G., A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections, «IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING», 2022, 16, Article number: 9765323, pp. 713 - 724 [articolo]Open Access
Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification, in: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, pp. 712 - 716 (atti di: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Taiwan, 13-15 October 2022) [Contributo in Atti di convegno]
Celentano A.; Pareschi F.; Rovatti R.; Setti G., A Zero-Transient Dual-Frequency Control for Class-E Resonant DC-DC Converters, «IEEE TRANSACTIONS ON POWER ELECTRONICS», 2022, 38, Article number: 9899745, pp. 2105 - 2114 [articolo]Open Access
Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 163 - 167 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contributo in Atti di convegno]
Francesca Lagioia; Riccardo Rovatti; Giovanni Sartor, Algorithmic fairness through group parities? The case of COMPAS-SAPMOC, «AI & SOCIETY», 2022, 38, pp. 459 - 478 [articolo]Open Access
Lagioia, Francesca; Rovatti, Riccardo; Sartor, Giovanni, Algorithmic fairness through group parities? The case of COMPAS‑SAPMOC, «AI & SOCIETY», 2022, 37, pp. 1 - 20 [articolo]Open Access
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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
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, «IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS PROCEEDINGS», 2022, pp. 1536 - 1540 (atti di: ISCAS 22 : IEEE International Symposium on Circuits and Systems, Austin (USA), 27 May 2022 - 01 June 2022) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]
Celentano, A.; Pareschi, F.; Valente, F.; Rovatti, R.; Seridjn, W. A.; Setti, G., A Comparison between Class-E DC-DC Design Methodologies for Wireless Power Transfer, in: Proccedings of the Midwest Symposium on Circuits and Systems, 2021, pp. 71 - 74 (atti di: Midwest Symposium on Circuits and Systems, online, agosto 2021) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
