Foto del docente

Alex Marchioni

Professore a contratto

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Assegnista di ricerca

Centro di Ricerca sui Sistemi Elettronici per l'Ingegneria dell'Informazione e delle Telecomunicazioni "Ercole De Castro" - ARCES (Advanced Research Center on Electronic System)

Settore scientifico disciplinare: ING-INF/01 ELETTRONICA

Pubblicazioni

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]

Mangia, Mauro*; Marchioni, Alex; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, Administering quality-energy trade-off in IoT sensing applications by means of adapted compressed sensing, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2018, 8, Article number: 8384224, pp. 895 - 907 [articolo]

Marchioni, Alex; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, Disturbance Rejection with Rakeness-based Compressed Sensing: Method and Application to Baseline/Powerline Mitigation in ECGs, in: Proceedings - IEEE International Symposium on Circuits and Systems, Institute of Electrical and Electronics Engineers Inc., 2018, 2018-, pp. 1 - 5 (atti di: 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018, ita, 2018) [Contributo in Atti di convegno]

Mangia, Mauro; Magenta, Letizia; Marchioni, Alex; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, Projected-gradient-descent in rakeness-based compressed sensing with disturbance rejection, in: 2018 New Generation of CAS, NGCAS 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 78 - 81 (atti di: 2018 New Generation of CAS, NGCAS 2018, mlt, 2018) [Contributo in Atti di convegno]

Marchioni, Alex; Mangia, Mauro; Pareschil, Fabio; Rovatti, Riccardo; Setti, Gianluca, Rakeness-based Compressed Sensing of Surface ElectroMyoGraphy for Improved Hand Movement Recognition in the Compressed Domain, in: 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 4 (atti di: 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018, usa, 2018) [Contributo in Atti di convegno]

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