Archivio Istituzionale della RicercaPARESCHI, FABIO
PARESCHI, FABIO
Dipartimento di Elettronica e Telecomunicazioni
049471
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 simple approach to ECG Motion Artifacts Reduction by MDWD Coefficients Removal
2025 Spinazzola, Elisabetta; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; 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
AI-Based Optimization of a DC-DC Buck Converter Control Network Across DCM and CCM Operating Region
2025 Nikiforos, Lorenzo; Gabriele, Giuseppe; Gabriele, Francesco; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Chronic Ulcers Healing Prediction through Machine Learning Approaches: Preliminary Results on Diabetic Foot Ulcers Case Study
2025 Spinazzola, E.; Picaud, G.; Becchi, S.; Pittarello, M.; Ricci, E.; Chaumont, M.; Subsol, G.; Pareschi, F.; Teot, L.; Secco, J.
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
The Role of Phase-Change Memory in Edge Computing and Analog In-Memory Computing: An Overview of Recent Research Contributions and Future Challenges
2025 Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Quqa, Said; Greco, Lorenzo; Mangia, Mauro; Pareschi, Fabio; Pasotti, Marco; Franchi Scarselli, Eleonora
Clinically Validated Classification of Chronic Wounds Method with Memristor-Based Cellular Neural Network
2024 Secco, Jacopo; Spinazzola, Elisabetta; Pittarello, Monica; Ricci, Elia; Pareschi, Fabio
Equivalent skin effect model for time-domain analysis starting from electromagnetic simulator values
2024 Simone, Silvia; Pareschi, Fabio; Setti, Gianluca; Lena, Davide
Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking
2024 Boretti, Chiara; Bich, Philippe; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
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.
Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning
2024 Bich, P.; Boretti, C.; Prono, L.; Pareschi, F.; Rovatti, R.; Setti, G.
PCM-based Architecture for Compressed Sensing on Skin Ulcers Images and Automatic Classification with CNN Neural Network
2024 Cavazzana, Rosanna; Secco, Jacopo; Pareschi, Fabio; Corinto, Fernando
Simulation Method for Quasi-Static Solver to Effectively Model Parasitic Components Between Package and PCB
2024 Simone, Silvia; Pareschi, Fabio; Lena, Davide; Setti, Gianluca
Small-Signal Model of a Boost Converter Exploiting ZVS at the High-Side MOSFET
2024 Gabriele, F.; Pareschi, F.; Setti, G.; Rovatti, R.; Calderoni, G.; Lena, D.; Borghi, M. R.
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 simple approach to ECG Motion Artifacts Reduction by MDWD Coefficients Removal / Spinazzola, Elisabetta; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2025), pp. 1-5. (Intervento presentato al convegno 2025 IEEE International Symposium on Circuits and Systems (ISCAS) tenutosi a London (UK) nel 25-28 May 2025) [10.1109/iscas56072.2025.11043932]. | 1-gen-2025 | Spinazzola, ElisabettaProno, LucianoPareschi, FabioSetti, Gianluca + | A_simple_approach_to_ECG_Motion_Artifacts_Reduction_by_MDWD_Coefficients_Removal.pdf; ISCAS2025-wavelet.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 |
| AI-Based Optimization of a DC-DC Buck Converter Control Network Across DCM and CCM Operating Region / Nikiforos, Lorenzo; Gabriele, Giuseppe; Gabriele, Francesco; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2025), pp. 1-5. (Intervento presentato al convegno 2025 IEEE International Symposium on Circuits and Systems (ISCAS) tenutosi a London (UK) nel 25-28 May 2025) [10.1109/iscas56072.2025.11043707]. | 1-gen-2025 | Nikiforos, LorenzoGabriele, FrancescoProno, LucianoPareschi, FabioSetti, Gianluca + | ISCAS2025-foros.pdf; AI-Based_Optimization_of_a_DC-DC_Buck_Converter_Control_Network_Across_DCM_and_CCM_Operating_Region.pdf |
| Chronic Ulcers Healing Prediction through Machine Learning Approaches: Preliminary Results on Diabetic Foot Ulcers Case Study / Spinazzola, E.; Picaud, G.; Becchi, S.; Pittarello, M.; Ricci, E.; Chaumont, M.; Subsol, G.; Pareschi, F.; Teot, L.; Secco, J.. - In: JOURNAL OF CLINICAL MEDICINE. - ISSN 2077-0383. - ELETTRONICO. - 14:9(2025). [10.3390/jcm14092943] | 1-gen-2025 | Spinazzola, E.Becchi, S.Pareschi, F.Secco, J. + | jcm-14-02943.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 |
| The Role of Phase-Change Memory in Edge Computing and Analog In-Memory Computing: An Overview of Recent Research Contributions and Future Challenges / Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Quqa, Said; Greco, Lorenzo; Mangia, Mauro; Pareschi, Fabio; Pasotti, Marco; Franchi Scarselli, Eleonora. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 25:12(2025). [10.3390/s25123618] | 1-gen-2025 | Pareschi, Fabio + | sensors-25-03618.pdf |
| Clinically Validated Classification of Chronic Wounds Method with Memristor-Based Cellular Neural Network / Secco, Jacopo; Spinazzola, Elisabetta; Pittarello, Monica; Ricci, Elia; Pareschi, Fabio. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - STAMPA. - 14:1(2024), pp. 1-14. [10.1038/s41598-024-81521-9] | 1-gen-2024 | Jacopo SeccoElisabetta SpinazzolaFabio Pareschi + | Secco_et_al-2024-Scientific_Reports.pdf |
| Equivalent skin effect model for time-domain analysis starting from electromagnetic simulator values / Simone, Silvia; Pareschi, Fabio; Setti, Gianluca; Lena, Davide. - STAMPA. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE) tenutosi a Catania (Italy) nel 07-10 April 2024) [10.1109/eurosime60745.2024.10491514]. | 1-gen-2024 | Simone, SilviaPareschi, FabioSetti, Gianluca + | EuroSimE2024.pdf; Equivalent_skin_effect_model_for_time-domain_analysis_starting_from_electromagnetic_simulator_values.pdf |
| Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking / Boretti, Chiara; Bich, Philippe; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - ELETTRONICO. - (2024). (Intervento presentato al convegno 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) tenutosi a Xian (Chi) nel 24-26 October 2024) [10.1109/biocas61083.2024.10798345]. | 1-gen-2024 | Boretti, ChiaraBich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | ieeexplore_version.pdf; preprint.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 |
| Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning / Bich, P.; Boretti, C.; Prono, L.; Pareschi, F.; Rovatti, R.; Setti, G.. - STAMPA. - (2024), pp. 337-341. (Intervento presentato al convegno 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) tenutosi a Abu Dhabi (United Arab Emirates) nel April 22-25, 2024) [10.1109/AICAS59952.2024.10595859]. | 1-gen-2024 | Bich P.Boretti C.Prono L.Pareschi F.Setti G. + | Optimizing_Vision_Transformers_Leveraging_Max_and_Min_Operations_for_Efficient_Pruning.pdf; aicas2024.pdf |
| PCM-based Architecture for Compressed Sensing on Skin Ulcers Images and Automatic Classification with CNN Neural Network / Cavazzana, Rosanna; Secco, Jacopo; Pareschi, Fabio; Corinto, Fernando. - STAMPA. - (2024). (Intervento presentato al convegno 2024 IEEE International Flexible Electronics Technology Conference (IFETC2024) tenutosi a Bologna (Ita) nel 15-18 September 2024) [10.1109/IFETC61155.2024.10771843]. | 1-gen-2024 | Rosanna CavazzanaJacopo SeccoFabio PareschiFernando Corinto | ifetc2024.pdf; PCM-based_Architecture_for_Compressed_Sensing_on_Skin_Ulcers_Images_and_Automatic_Classification_with_CNN_Neural_Network.pdf |
| Simulation Method for Quasi-Static Solver to Effectively Model Parasitic Components Between Package and PCB / Simone, Silvia; Pareschi, Fabio; Lena, Davide; Setti, Gianluca. - STAMPA. - (2024). (Intervento presentato al convegno 33rd IEEE Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS2024) tenutosi a Toronto (Can) nel 06-09 October 2024) [10.1109/epeps61853.2024.10754476]. | 1-gen-2024 | Simone, SilviaPareschi, FabioSetti, Gianluca + | Simulation_Method_for_Quasi-Static_Solver_to_Effectively_Model_Parasitic_Components_Between_Package_and_PCB.pdf; epeps2024.pdf |
| Small-Signal Model of a Boost Converter Exploiting ZVS at the High-Side MOSFET / Gabriele, F.; Pareschi, F.; Setti, G.; Rovatti, R.; Calderoni, G.; Lena, D.; Borghi, M. R.. - ELETTRONICO. - (2024), pp. 1352-1356. (Intervento presentato al convegno 67th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2024 tenutosi a SpringField, MA (USA) nel August 11th – 14th 2024) [10.1109/MWSCAS60917.2024.10658716]. | 1-gen-2024 | Gabriele F.Pareschi F.Setti G. + | mwscas2024.pdf; Small-Signal_Model_of_a_Boost_Converter_Exploiting_ZVS_at_the_High-Side_MOSFET.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 |