Full Professor (L. 240)
Department of Electronics and Telecommunications (DET)
- Referente per il processo di Valutazione della Qualità della Ricerca
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
- Member Quality Assurance Monitoring Committee
Profile
Research interests
Biography
Gianluca Setti received a Ph.D. degree in Electronic and Computer Engineering from the University of Bologna in 1997.From 1997 to 2017 he was with the School of Engineering, University of Ferrara. Since 2017 he is a Professor of Electronics for Signal and Data Processing at the Department of Electronics and Telecommunications (DET), Politecnico di Torino. His research interests include nonlinear circuits, neural networks and machine learning algorithms, statistical signal processing, electromagnetic compatibility, compressive sensing, biomedical circuits and systems, power electronics, design and implementation of IoT nodes. Dr. Setti received the 1998 Caianiello prize (best Italian Ph.D. thesis on Neural Networks). He is also (co-)recipient of the 2013 IEEE CAS Society Meritorious Service Award, 2004 IEEE CAS Society Darlington Award, 2013 IEEE CAS Society Guillemin-Cauer Award, 2019 IEEE Transactions on Biomedical Circuits and Systems best paper award, as well as of the best paper/student paper award at ECCTD2005, EMCZurich2005, ISCAS2011, PRIME2019 and EMCCOMPO2019. He was the Editor-in-Chief of the IEEE Transactions on Circuits and Systems - Part II (2006-2007), the IEEE Transactions on Circuits and Systems - Part I (2008-2009), and, since 2019, he is serving as the first non US Editor-in-Chief of the Proceedings of the IEEE, the flagship journal of the Institute. Dr. Setti was the Technical Program Co-Chair of NDES2000, ISCAS2007, ISCAS2008, ICECS2012, BioCAS2013 as well as the General Co-Chair of NOLTA2006 and ISCAS2018. He was a Distinguished Lecturer (2004-2005 and 2014-2015) of the IEEE CAS Society, as well as a member of its Board of Governors (2005-2008), and served as the 2010 CASS President. He held several other volunteer positions for the IEEE and in 2013-2014 he was the first non-North-American Vice President of the IEEE for Publication Services and Products. He is a Fellow of the IEEE.
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Awards and Honors
- IEEE Circuits and Systems Society Distinguished Lecturer conferred by IEEE Circuits and Systems Society, United States (2004)
- IEEE Fellow conferred by IEEE, United States (2006)
- IEEE Circuits and Systems Society ISCAS Student Best Paper Award conferred by IEEE Circuits and Systems Society, United States (2011)
- IEEE Circuits and Systems Society Meritorious Service Award conferred by IEEE Circuits and Systems (CAS) Society, United States (2013)
- IEEE Circuits and Systems Society Guillemin-Cauer Award conferred by IEEE Circuits and Systems Society, United States (2013)
- IEEE Circuits and Systems Society Distinguished Lecturer conferred by IEEE Circuits and Systems Society, United States (2015)
- IEEE Transactions on Biomedical Circuits and Systems Best Paper Award conferred by IEEE Circuits and Systems Society, United States (2019)
Fellowships
- Vice-President - Institute of Electrical and Electronics Engineers (IEEE) - VP for Publication Services and Products (PSPB), Stati Uniti (2013-2014)
- Steering Committe member - Institute of Electrical and Electronics Engineers (IEEE), Stati Uniti (2013-2014)
- President - Circuits and Systems Society, Institute of Electrical and Electronics Engineers (IEEE), Stati Uniti (2010)
Editorial boards
- PROCEEDINGS OF THE IEEE (2019-2021), Director
- PROCEEDINGS OF THE IEEE (2015-2018), Editor of magazine, editorial series, encyclopaedia
- IEEE ACCESS (2013-2015), Editor of magazine, editorial series, encyclopaedia
- NONLINEAR THEORY AND ITS APPLICATIONS (2010-), Editor of magazine, editorial series, encyclopaedia
- IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS (2008-2009), Director
- IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (2006-2007), Director
- IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (2004), Associate Editor of magazine or editorial series
- IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I. FUNDAMENTAL THEORY AND APPLICATIONS (1999-2003), Associate Editor of magazine or editorial series
Conferences
- IEEE International Symposium on Circuits and Systems (ISCAS2018) (27/5/2018-30/5/2018), Chairman of the organizing committee
- IEEE Biomedical Circuits and Systems Conference (BioCAS2013) (1/1/2013-2/11/2013), Program chair
- IEEE International Conference on Electronics, Circuits, and Systems (ICECS2012) (1/1/2012-12/12/2012), Program chair
- IEEE International Symposium on Circuits and Systems (ISCAS2008) (1/1/2008-21/5/2008), Program chair
- IEEE International Symposium on Circuits and Systems (ISCAS2007) (1/1/2007-30/5/2007), Program chair
- IEEE/IEICE International Symposium on Nonlinear Theory and its Applications (NOLTA2006) (11/9/2006-14/9/2006), Chairman of the organizing committee
Other research or teaching roles outside Politecnico
- Professore Ordinario, presso University of Washington (27/6/2011-3/7/2011)
Teaching
Collegi of the PhD programmes
- MICRO- AND NANO-ELECTRONICS, 2022/2023 (39. ciclo)
Università degli Studi di PAVIA - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2021/2022 (38. ciclo)
Politecnico di TORINO - MICRO- AND NANO-ELECTRONICS, 2021/2022 (38. ciclo)
Università degli Studi di PAVIA - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2020/2021 (37. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2019/2020 (36. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2018/2019 (35. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2017/2018 (34. ciclo)
Politecnico di TORINO - SCIENZE DELL'INGEGNERIA, 2016/2017 (33. ciclo)
Università degli Studi di FERRARA - SCIENZE DELL'INGEGNERIA, 2015/2016 (32. ciclo)
Università degli Studi di FERRARA - SCIENZE DELL'INGEGNERIA, 2014/2015 (31. ciclo)
Università degli Studi di FERRARA - SCIENZE DELL'INGEGNERIA, 2013/2014 (30. ciclo)
Università degli Studi di FERRARA - SCIENZE DELL'INGEGNERIA, 2012/2013 (29. ciclo)
Università degli Studi di FERRARA - SCIENZE DELL'INGEGNERIA, 2011/2012 (28. ciclo)
Università degli Studi di FERRARA - TECNOLOGIE DELL'INFORMAZIONE, 2010/2011 (27. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - SCIENZE DELL'INGEGNERIA, 2010/2011 (27. ciclo)
Università degli Studi di FERRARA - TECNOLOGIE DELL'INFORMAZIONE, 2009/2010 (26. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - TECNOLOGIE DELL'INFORMAZIONE, 2008/2009 (25. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - TECNOLOGIE DELL'INFORMAZIONE, 2007/2008 (24. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - TECNOLOGIE DELL'INFORMAZIONE, 2006/2007 (23. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - TECNOLOGIE DELL'INFORMAZIONE, 2005/2006 (22. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - TECNOLOGIE DELL'INFORMAZIONE, 2004/2005 (21. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - TECNOLOGIE DELL'INFORMAZIONE, 2003/2004 (20. ciclo)
Alma Mater Studiorum - Università di BOLOGNA - TECNOLOGIE DELL'INFORMAZIONE, 2002/2003 (19. ciclo)
Alma Mater Studiorum - Università di BOLOGNA
Collegi of the degree programmes
Teachings
PhD
- Compressed sensing: theory and applications. A.A. 2022/23, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
- Compressed sensing: theory and applications. A.A. 2020/21, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
Master of Science
- Analog integrated circuits. A.A. 2022/23, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Analog integrated circuits. A.A. 2021/22, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Analog integrated circuits. A.A. 2020/21, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Analog integrated circuits. A.A. 2019/20, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Analog integrated circuits. A.A. 2018/19, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
Bachelor of Science
- Elettronica applicata. A.A. 2022/23, INGEGNERIA FISICA. Collaboratore del corso
- Elettronica applicata. A.A. 2021/22, INGEGNERIA FISICA. Titolare del corso
- Elettronica applicata. A.A. 2020/21, INGEGNERIA FISICA. Titolare del corso
- Elettronica applicata. A.A. 2019/20, INGEGNERIA FISICA. Titolare del corso
- Elettronica applicata. A.A. 2018/19, INGEGNERIA FISICA. Titolare del corso
Research
Research fields
- Circuit architectures: Circuits and systems for efficient machine learning and artificial intelligence (DET)
- Circuit architectures: Implementation and statistical characterization of high efficiency true random number generators (RNGs) for cryptographic app... (DET)
- Embedded systems: Circuits, systems and algorithms for low-power signal processing in IoT nodes implementation (DET)
- Embedded systems: Design, analysis and control methodologies for switching power converters with improved compatibility properties (DET)
Research groups
Research projects
Projects funded by competitive calls
- StorAIge - Embedded storage elements on next MCU generation ready for AI on the edge, (2021-2024) - Responsabile Scientifico di Struttura
UE-funded research - JTI - ECSEL - PROGRESSUS - Highly efficient and trustworthy electronics, components and systems for the next generation energy supply infrastructure, (2020-2023) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - CONNECT - “Innovative smart components, modules and appliances for a truly connected,efficient and secure smart grid – CONNECT, (2018-2021) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - CONVERGENCE - Frictionless energy efficient convergent wearables for healthcare and lifestyle applications, (2018-2021) - Responsabile Scientifico
UE-funded research
Projects funded by commercial contracts
- “Analisi e sviluppo di soluzioni avanzate ed innovative nel campo dei convertitori integrati DC-DC ad alte prestazioni”, (2022-2025) - Responsabile Scientifico
Commercial Research - Optimization of WBG Inverters architecture with particular consideration to EMI awareness and optimization, (2022-2024) - Responsabile Scientifico
Commercial Research - Failure Identification with On-boaRd predIction by aRtificial intelligence (FIORIRE), (2022-2023) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Silvia Simone. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (38th cycle, 2022-in progress)
Research subject: Advance Design Methods for Integrated DC/DC Converters
Electromagnetic Compatibility, Signal and Power Integrity Electromagnetic Compatibility, Signal and Power Integrity - Philippe Bich. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (37th cycle, 2021-in progress)
- Chiara Boretti. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (37th cycle, 2021-in progress)
Research subject: Autonomous navigation methods, algorithms and control strategies that exploit visual informations.
Communication and Computer Networks Mechatronics and robotics Communication and Computer Networks Mechatronics and robotics - Francesco Gabriele. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (37th cycle, 2022-in progress)
- Andrea Celentano. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36th cycle, 2020-2024)
Thesis: Switching Power Converters - Advanced Design Methodologies and Control Techniques - Carmine Paolino. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35th cycle, 2019-2023)
Thesis: Energy-Efficient Data-Processing Architectures - Coping with device and circuit-level nonidealities - Luciano Prono. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35th cycle, 2019-2023)
Thesis: Methods and Applications for Low-power Deep Neural Networks on Edge Devices
Big Data, Machine Learning, Neural Networks and Data Science
Publications
Publications by type
Last years publications
Selected publications View all publications in Porto@Iris
- Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G. (2020)
Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge. In: IEEE INTERNET OF THINGS JOURNAL, vol. 7, pp. 7575-7589. ISSN 2327-4662
Contributo su Rivista - Mangia, M.; Prono, L.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G. (2020)
Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals. In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 14, pp. 545-557. ISSN 1932-4545
Contributo su Rivista - Pareschi, F.; Bertoni, N.; Mangia, M.; Massolini, R. G.; Frattini, G.; Rovatti, R.; ... (2020)
Class-E Isolated DC-DC Converter with High-Rate and Cost-Effective Bidirectional Data Channel. In: IEEE TRANSACTIONS ON POWER ELECTRONICS, vol. 35, pp. 5304-5318. ISSN 0885-8993
Contributo su Rivista - Pareschi, Fabio; Albertini, Pierluigi; Frattini, Giovanni; Mangia, Mauro; Rovatti, ... (2016)
Hardware-Algorithms Co-Design and Implementation of an Analog-to-Information Converter for Biosignals Based on Compressed Sensing. In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 10, pp. 149-162. ISSN 1932-4545
Contributo su Rivista - Cambareri, Valerio; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca (2015)
Low-Complexity Multiclass Encryption by Compressed Sensing. In: IEEE TRANSACTIONS ON SIGNAL PROCESSING, vol. 63, pp. 2183-2195. ISSN 1053-587X
Contributo su Rivista - Cambareri, Valerio; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca (2015)
On Known-Plaintext Attacks to a Compressed Sensing-Based Encryption: A Quantitative Analysis. In: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 10, pp. 2182-2195. ISSN 1556-6013
Contributo su Rivista - Pareschi, F.; Setti, G.; Rovatti, R.; Frattini, G. (2014)
Practical Optimization of EMI Reduction in Spread Spectrum Clock Generators with Application to Switching DC/DC Converters. In: IEEE TRANSACTIONS ON POWER ELECTRONICS, vol. 29, pp. 4646-4657. ISSN 0885-8993
Contributo su Rivista - Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca (2012)
Rakeness in the design of analog-to-information conversion of sparse and localized signals. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 59, pp. 1001-1014. ISSN 1549-8328
Contributo su Rivista - Pareschi, F.; Setti, G.; Rovatti, R. (2010)
Implementation and testing of high-speed CMOS true random number generators based on chaotic systems. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 57, pp. 3124-3137. ISSN 1549-8328
Contributo su Rivista - Pareschi, F.; Setti, G.; Rovatti., R. (2010)
A 3-GHz serial ATA spread-spectrum clock generator employing a chaotic PAM modulation. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 57, pp. 2577-2587. ISSN 1549-8328
Contributo su Rivista - S., Callegari; R., Rovatti; Setti, G. (2005)
Embeddable ADC-Based True Random Number Generator for Cryptographic Applications Exploiting Nonlinear Signal Processing and Chaos. In: IEEE TRANSACTIONS ON SIGNAL PROCESSING, vol. 53, pp. 793-805. ISSN 1053-587X
Contributo su Rivista - Callegari, S.; Rovatti, R.; Setti, G. (2003)
Spectral properties of chaos-based FM signals: Theory and simulation results. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I. FUNDAMENTAL THEORY AND APPLICATIONS, vol. 50, pp. 3-15. ISSN 1057-7122
Contributo su Rivista - Setti, Gianluca; Mazzini, Gianluca; Rovatti, Riccardo; Callegari, Sergio (2002)
Statistical modeling of discrete-time chaotic processes - Basic finite-dimensional tools and applications. In: PROCEEDINGS OF THE IEEE, vol. 90, pp. 662-690. ISSN 0018-9219
Contributo su Rivista - Rovatti, Riccardo; Setti, Gianluca; Mazzini, Gianluca (1998)
Chaotic complex spreading sequences for asynchronous DS-CDMA - Part II: Some theoretical performance bounds. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I. FUNDAMENTAL THEORY AND APPLICATIONS, vol. 45, pp. 496-506. ISSN 1057-7122
Contributo su Rivista - Thiran, P.; Setti, G.; Hasler, Martin (1998)
An approach to information propagation in 1-D cellular neural networks-Part I: Local diffusion. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I. FUNDAMENTAL THEORY AND APPLICATIONS, vol. 45, pp. 777-789. ISSN 1057-7122
Contributo su Rivista - Setti, G.; Thiran, P.; Serpico, C. (1998)
An approach to information propagation in 1-D cellular neural networks-Part II: Global propagation. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I. FUNDAMENTAL THEORY AND APPLICATIONS, vol. 45, pp. 790-811. ISSN 1057-7122
Contributo su Rivista - Mazzini, G.; Setti, G.; Rovatti, R. (1997)
Chaotic complex spreading sequences for asynchronous DS-CDMA-Part I: System modeling and results. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I. FUNDAMENTAL THEORY AND APPLICATIONS, vol. 44, pp. 937-947. ISSN 1057-7122
Contributo su Rivista - Crounse, K. R.; Chua, L. O.; Thiran, P.; Setti, G. (1996)
Characterization and Dynamics of Pattern Formation in Cellular Neural Networks. In: INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS IN APPLIED SCIENCES AND ENGINEERING, vol. 6, pp. 1703-1724. ISSN 0218-1274
Contributo su Rivista