Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleonora; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco, Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2023, 13, Article number: 17, pp. 1 - 13 [articolo]Open Access
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, pp. 713 - 724 [articolo]
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]
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]
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]
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 [articolo]Open Access
Prono L.; Mangia M.; Marchioni A.; Pareschi F.; Rovatti R.; Setti G., Deep Neural Oracle with Support Identification in the Compressed Domain, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2020, 10, Article number: 9265216, pp. 458 - 468 [articolo]
Mangia M.; Prono L.; Marchioni A.; Pareschi F.; Rovatti R.; Setti G., Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2020, 14, Article number: 9044777, pp. 545 - 557 [articolo]
Mangi M.; Marchioni A.; Prono L.; Pareschi F.; Rovatti R.; Setti G., Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 158 - 162 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contributo in Atti di convegno]
Prono, Luciano; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle, in: Proceedings - IEEE International Symposium on Circuits and Systems, 2020, pp. 1 - 5 (atti di: ISCAS, Online, Sept 2020) [Contributo in Atti di convegno]
Marchioni A.; Mangia M.; Pareschi F.; Rovatti R.; Setti G., Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, Article number: 9057509, pp. 7575 - 7589 [articolo]
Prono, L; Marchioni, A; Mangia, M; Pareschi, F; Rovatti, R; Setti, G, A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA, in: 2019 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2019, pp. 77 - 80 (atti di: 2019 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), Lausanne, Switzerland, 15-18 July 2019) [Contributo in Atti di convegno]
Mangia M.; Marchioni A.; Pareschi F.; Rovatti R.; Setti G., Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing, «IEEE INTERNET OF THINGS JOURNAL», 2019, 6, Article number: 8686146, pp. 6465 - 6475 [articolo]
Mangia, M; Marchioni, A; Pareschi, F; Rovatti, R; Setti, G, CHAINED COMPRESSED SENSING FOR IOT NODE SECURITY, in: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING», 2019, pp. 7580 - 7584 (atti di: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 12-17 May 2019) [Contributo in Atti di convegno]
Burrello A.; Marchioni A.; Brunelli D.; Benini L., Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways, in: ACM International Conference on Computing Frontiers 2019, CF 2019 - Proceedings, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, Association for Computing Machinery, Inc, 2019, pp. 235 - 239 (atti di: 16th ACM International Conference on Computing Frontiers, CF 2019, ita, 2019) [Contributo in Atti di convegno]
