Foto del docente

Mauro Mangia

Senior assistant professor (fixed-term)

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

Academic discipline: ING-INF/01 Electronic Engineering

Publications

Alessio Antolini, Carmine Paolino, Francesco Zavalloni, Andrea Lico, Eleonora Franchi Scarselli, Mauro Mangia, Fabio Pareschi, Gianluca Setti, Riccardo Rovatti, Mattia Luigi Torres, Marcella Carissimi, Marco Pasotti, Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications, «IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2023, 13, Article number: 10035378 , pp. 395 - 407 [Scientific article]Open Access

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 [Scientific article]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 [Scientific article]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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]

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

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