Archivio Istituzionale della RicercaSETTI, GIANLUCA
SETTI, GIANLUCA
Dipartimento di Elettronica e Telecomunicazioni
035666
MESA: A Dynamical Attention-based Pre-processing Pipeline for High-throughput Event-based Computer Vision Tasks
In corso di stampa Bich, Philippe; Prono, Luciano; Boretti, Chiara; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks
2025 Prono, Luciano; Bich, Philippe; Boretti, Chiara; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
A Novel Bypass Architecture for RB-COT Buck Converters
2025 Gabriele, Francesco; Gisonno, Samuele; Fiori, Filippo; Lena, Davide; Musumeci, Salvatore Rosario; Pareschi, Fabio; Setti, Gianluca
A Unified Sampled-Data Small-Signal Model for a Ripple-Based COT Buck Converter With Arbitrary Ripple Injection Network
2025 Gabriele, Francesco; Carlucci, Antonio; Lena, Davide; Pareschi, Fabio; Rovatti, Riccardo; Grivet-Talocia, Stefano; Setti, Gianluca
Motion Tracking for Automatically Controlled Functional Electrical Stimulation System in Mirror Therapy Configuration: The Enhanced Lazarus Solution
2025 Spinazzola, Elisabetta; Mongardi, Andrea; Rossi, Fabio; Prestia, Andrea; Becchi, Sara; Cavazzana, Rosanna; Savi, Federica; Secco, Jacopo; Demarchi, Danilo; Pareschi, Fabio; Setti, Gianluca
Multi-harmonic EMI reduction optimization of spread spectrum in multiple-RBW environment
2025 Gabriele, Francesco; Pareschi, Fabio; Lena, Davide; Rosa Borghi, Maria; Rovatti, Riccardo; Setti, Gianluca
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons
2025 Bich, Philippe; Enttsel, Andriy; Prono, Luciano; Marchioni, Alex; Pareschi, Fabio; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo
A General Framework for the Assessment of Detectors of Anomalies in Time Series
2024 Enttsel, Andriy; Onofri, Silvia; Marchioni, Alex; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization
2024 Marchioni, Alex; Enttsel, Andriy; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Hardware implementation of memristor-based artificial neural networks
2024 Aguirre, Fernando; Sebastian, Abu; Le Gallo, Manuel; Song, Wenhao; Wang, Tong; Yang, J. Joshua; Lu, Wei; Chang, Meng-Fan; Ielmini, Daniele; Yang, Yuchao; Mehonic, Adnan; Kenyon, Anthony; Villena, Marco A.; Roldán, Juan B.; Wu, Yuting; Hsu, Hung-Hsi; Raghavan, Nagarajan; Suñé, Jordi; Miranda, Enrique; Eltawil, Ahmed; Setti, Gianluca; Smagulova, Kamilya; Salama, Khaled N.; Krestinskaya, Olga; Yan, Xiaobing; Ang, Kah-Wee; Jain, Samarth; Li, Sifan; Alharbi, Osamah; Pazos, Sebastian; Lanza, Mario
Mutual Inductance Measurement in Wireless Power Transfer Systems Operating in the MHz Range
2024 Celentano, A.; Paolino, C.; Pareschi, F.; Callegaro, L.; Rovatti, R.; Setti, G.
A Zero-Transient Dual-Frequency Control for Class-E Resonant DC-DC Converters
2023 Celentano, A.; Pareschi, F.; Rovatti, R.; Setti, G.
Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications
2023 Antolini, Alessio; Paolino, Carmine; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleonora; Mangia, Mauro; 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
2023 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
From Chaos to Pseudorandomness: A Case Study on the 2-D Coupled Map Lattice
2023 Wang, Yong; Liu, Zhuo; Zhang, Leo Yu; Pareschi, Fabio; Setti, Gianluca; Chen, Guanrong
Spread-Spectrum Modulated Multi-Channel Biosignal Acquisition Using a Shared Analog CMOS Front-End
2023 Rout, Samprajani; Monna, Bert; Pareschi, Fabio; Setti, Gianluca; Serdijn, Wouter A
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices
2023 Marchioni, A.; Prono, L.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections
2022 Martinini, F.; Mangia, M.; Marchioni, A.; Rovatti, R.; Setti, G.
A fully CMOS true random number generator based on hidden attractor hyperchaotic system
2020 Nguyen, N.; Kaddoum, G.; Pareschi, F.; Rovatti, R.; Setti, G.
A Methodology for Practical Design and Optimization of Class-E DC-DC Resonant Converters
2020 Celentano, A; Pareschi, F; Gozalez-Diaz, Vr; Rovatti, R; Setti, G
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| MESA: A Dynamical Attention-based Pre-processing Pipeline for High-throughput Event-based Computer Vision Tasks / Bich, Philippe; Prono, Luciano; Boretti, Chiara; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - STAMPA. - (In corso di stampa). | In corso di stampa | Philippe BichLuciano PronoChiara BorettiFabio PareschiGianluca Setti + | FINAL VERSION.pdf |
| A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks / Prono, Luciano; Bich, Philippe; Boretti, Chiara; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - STAMPA. - 36:8(2025), pp. 14414-14427. [10.1109/tnnls.2025.3527644] | 1-gen-2025 | Prono, LucianoBich, PhilippeBoretti, ChiaraPareschi, FabioSetti, Gianluca + | A_Multiply-And-Max_Min_Neuron_Paradigm_for_Aggressively_Prunable_Deep_Neural_Networks.pdf |
| A Novel Bypass Architecture for RB-COT Buck Converters / Gabriele, Francesco; Gisonno, Samuele; Fiori, Filippo; Lena, Davide; Musumeci, Salvatore Rosario; Pareschi, Fabio; Setti, Gianluca. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - STAMPA. - 72:5(2025), pp. 793-797. [10.1109/tcsii.2025.3555695] | 1-gen-2025 | Gabriele, FrancescoPareschi, FabioSetti, Gianluca + | TCAS2-BYPASS.pdf; A_Novel_Bypass_Architecture_for_RB-COT_Buck_Converters.pdf |
| A Unified Sampled-Data Small-Signal Model for a Ripple-Based COT Buck Converter With Arbitrary Ripple Injection Network / Gabriele, Francesco; Carlucci, Antonio; Lena, Davide; Pareschi, Fabio; Rovatti, Riccardo; Grivet-Talocia, Stefano; Setti, Gianluca. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - STAMPA. - 72:6(2025), pp. 2942-2955. [10.1109/tcsi.2025.3557278] | 1-gen-2025 | Gabriele, FrancescoCarlucci, AntonioPareschi, FabioGrivet-Talocia, StefanoSetti, Gianluca + | TCSI3557278.pdf; A_Unified_Sampled-Data_Small-Signal_Model_for_a_Ripple-Based_COT_Buck_Converter_With_Arbitrary_Ripple_Injection_Network.pdf |
| Motion Tracking for Automatically Controlled Functional Electrical Stimulation System in Mirror Therapy Configuration: The Enhanced Lazarus Solution / Spinazzola, Elisabetta; Mongardi, Andrea; Rossi, Fabio; Prestia, Andrea; Becchi, Sara; Cavazzana, Rosanna; Savi, Federica; Secco, Jacopo; Demarchi, Danilo; Pareschi, Fabio; Setti, Gianluca. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 148992-149009. [10.1109/access.2025.3600583] | 1-gen-2025 | Elisabetta SpinazzolaAndrea MongardiFabio RossiAndrea PrestiaSara BecchiRosanna CavazzanaFederica SaviJacopo SeccoDanilo DemarchiFabio PareschiGianluca Setti | Motion_Tracking_for_Automatically_Controlled_Functional_Electrical_Stimulation_System_in_Mirror_Therapy_Configuration_The_Enhanced_Lazarus_Solution.pdf |
| Multi-harmonic EMI reduction optimization of spread spectrum in multiple-RBW environment / Gabriele, Francesco; Pareschi, Fabio; Lena, Davide; Rosa Borghi, Maria; Rovatti, Riccardo; Setti, Gianluca. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1558-0806. - STAMPA. - 72:7(2025), pp. 3488-3497. [10.1109/TCSI.2025.3549360] | 1-gen-2025 | Francesco GabrieleFabio PareschiGianluca Setti + | 1_TCSI3549360.pdf; Multi-Harmonic_EMI_Reduction_Optimization_of_Spread_Spectrum_in_Multiple-RBW_Environment.pdf |
| On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons / Bich, Philippe; Enttsel, Andriy; Prono, Luciano; Marchioni, Alex; Pareschi, Fabio; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - STAMPA. - 47:9(2025), pp. 8297-8304. [10.1109/tpami.2025.3570545] | 1-gen-2025 | Bich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | On_the_Universal_Approximation_Properties_of_Deep_Neural_Networks_Using_MAM_Neurons (1).pdf |
| A General Framework for the Assessment of Detectors of Anomalies in Time Series / Enttsel, Andriy; Onofri, Silvia; Marchioni, Alex; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1551-3203. - ELETTRONICO. - 20:10(2024), pp. 12051-12061. [10.1109/tii.2024.3413359] | 1-gen-2024 | Setti, Gianluca + | A_General_Framework_for_the_Assessment_of_Detectors_of_Anomalies_in_Time_Series.pdf |
| Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization / Marchioni, Alex; Enttsel, Andriy; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca. - In: IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS. - ISSN 2168-2216. - STAMPA. - 54:1(2024), pp. 23-38. [10.1109/tsmc.2023.3299169] | 1-gen-2024 | Setti, Gianluca + | Anomaly_Detection_Based_on_Compressed_Data_An_Information_Theoretic_Characterization-VOR.pdf |
| Hardware implementation of memristor-based artificial neural networks / Aguirre, Fernando; Sebastian, Abu; Le Gallo, Manuel; Song, Wenhao; Wang, Tong; Yang, J. Joshua; Lu, Wei; Chang, Meng-Fan; Ielmini, Daniele; Yang, Yuchao; Mehonic, Adnan; Kenyon, Anthony; Villena, Marco A.; Roldán, Juan B.; Wu, Yuting; Hsu, Hung-Hsi; Raghavan, Nagarajan; Suñé, Jordi; Miranda, Enrique; Eltawil, Ahmed; Setti, Gianluca; Smagulova, Kamilya; Salama, Khaled N.; Krestinskaya, Olga; Yan, Xiaobing; Ang, Kah-Wee; Jain, Samarth; Li, Sifan; Alharbi, Osamah; Pazos, Sebastian; Lanza, Mario. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - 15:1(2024). [10.1038/s41467-024-45670-9] | 1-gen-2024 | Setti, Gianluca + | s41467-024-45670-9_compressed.pdf |
| Mutual Inductance Measurement in Wireless Power Transfer Systems Operating in the MHz Range / Celentano, A.; Paolino, C.; Pareschi, F.; Callegaro, L.; Rovatti, R.; Setti, G.. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - STAMPA. - 71:3(2024), pp. 1715-1720. [10.1109/TCSII.2023.3334432] | 1-gen-2024 | Celentano A.Pareschi F.Setti G. + | Mutual_Inductance_Measurement_in_Wireless_Power_Transfer_Systems_Operating_in_the_MHz_Range.pdf |
| A Zero-Transient Dual-Frequency Control for Class-E Resonant DC-DC Converters / Celentano, A.; Pareschi, F.; Rovatti, R.; Setti, G.. - In: IEEE TRANSACTIONS ON POWER ELECTRONICS. - ISSN 0885-8993. - STAMPA. - 38:2(2023), pp. 2105-2114. [10.1109/TPEL.2022.3208816] | 1-gen-2023 | Celentano A.Pareschi F.Setti G. + | A_Zero-Transient_Dual-Frequency_Control_for_Class-E_Resonant_DCDC_Converters.pdf |
| Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications / Antolini, Alessio; Paolino, Carmine; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleonora; Mangia, Mauro; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco. - In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS. - ISSN 2156-3357. - STAMPA. - 13:1(2023), pp. 395-407. [10.1109/JETCAS.2023.3241750] | 1-gen-2023 | Carmine PaolinoFabio PareschiGianluca Setti + | Pareschi-Combined.pdf |
| Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing / 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. - In: JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS. - ISSN 2079-9268. - ELETTRONICO. - 13:(2023), p. 17. [10.3390/jlpea13010017] | 1-gen-2023 | Carmine PaolinoFabio PareschiGianluca Setti + | jlpea-13-00017.pdf |
| From Chaos to Pseudorandomness: A Case Study on the 2-D Coupled Map Lattice / Wang, Yong; Liu, Zhuo; Zhang, Leo Yu; Pareschi, Fabio; Setti, Gianluca; Chen, Guanrong. - In: IEEE TRANSACTIONS ON CYBERNETICS. - ISSN 2168-2267. - STAMPA. - 53:2(2023), pp. 1324-1334. [10.1109/TCYB.2021.3129808] | 1-gen-2023 | Pareschi, FabioSetti, Gianluca + | 2Dlattice.pdf; From_Chaos_to_Pseudorandomness_A_Case_Study_on_the_2-D_Coupled_Map_Lattice (1).pdf |
| Spread-Spectrum Modulated Multi-Channel Biosignal Acquisition Using a Shared Analog CMOS Front-End / Rout, Samprajani; Monna, Bert; Pareschi, Fabio; Setti, Gianluca; Serdijn, Wouter A. - In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. - ISSN 1932-4545. - STAMPA. - 17:4(2023), pp. 872-884. [10.1109/TBCAS.2023.3317188] | 1-gen-2023 | Pareschi, FabioSetti, Gianluca + | TBCAS3317188.pdf; Spread-Spectrum_Modulated_Multi-Channel_Biosignal_Acquisition_Using_a_Shared_Analog_CMOS_Front-End.pdf |
| Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices / Marchioni, A.; Prono, L.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - STAMPA. - 10:14(2023), pp. 12798-12810. [10.1109/JIOT.2023.3256529] | 1-gen-2023 | Prono L.Pareschi F.Setti G. + | JIOT3256529.pdf; Streaming_Algorithms_for_Subspace_Analysis_Comparative_Review_and_Implementation_on_IoT_Devices.pdf |
| A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections / Martinini, F.; Mangia, M.; Marchioni, A.; Rovatti, R.; Setti, G.. - In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING. - ISSN 1932-4553. - STAMPA. - 16:4(2022), pp. 713-724. [10.1109/JSTSP.2022.3171082] | 1-gen-2022 | Setti G. + | JSTSP3171082.pdf; Setti-A_Deep_Learning.pdf |
| A fully CMOS true random number generator based on hidden attractor hyperchaotic system / Nguyen, N.; Kaddoum, G.; Pareschi, F.; Rovatti, R.; Setti, G.. - In: NONLINEAR DYNAMICS. - ISSN 0924-090X. - STAMPA. - 102:4(2020), pp. 2887-2904. [10.1007/s11071-020-06017-3] | 1-gen-2020 | Pareschi F.Setti G. + | Nguyen2020_Article_AFullyCMOSTrueRandomNumberGene.pdf |
| A Methodology for Practical Design and Optimization of Class-E DC-DC Resonant Converters / Celentano, A; Pareschi, F; Gozalez-Diaz, Vr; Rovatti, R; Setti, G. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 8:(2020), pp. 205568-205589. [10.1109/ACCESS.2020.3035507] | 1-gen-2020 | Celentano, APareschi, FSetti, G + | 09247201.pdf |