FUMMI, FRANCO

FUMMI, FRANCO  

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Citazione Data di pubblicazione Autori File
A Machine Learning-Oriented Survey on Tiny Machine Learning / Capogrosso, Luigi; Cunico, Federico; Cheng, Dong Seon; Fummi, Franco; Cristani, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 23406-23426. [10.1109/access.2024.3365349] 1-gen-2024 Capogrosso, LuigiFummi, Franco + A_Machine_Learning-Oriented_Survey_on_Tiny_Machine_Learning.pdf
Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection / Capogrosso, Luigi; Girella, Federico; Taioli, Francesco; Chiara, Michele; Aqeel, Muhammad; Fummi, Franco; Setti, Francesco; Cristani, Marco. - ELETTRONICO. - 2:(2024), pp. 409-416. (Intervento presentato al convegno 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications tenutosi a Rome, Italy nel 27 - 29 February, 2024) [10.5220/0012350400003660]. 1-gen-2024 Capogrosso, LuigiTaioli, FrancescoFummi, Franco + -
Multidomain Fault Models Covering the Analog Side of a Smart or Cyber-Physical System / Tosoni, F.; Dall'Ora, N.; Fraccaroli, E.; Vinco, S.; Fummi, F.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 73:3(2024), pp. 829-841. [10.1109/TC.2023.3345135] 1-gen-2024 Vinco S.Fummi F. + Multidomain_Fault_Models_Covering_the_Analog_Side_of_a_Smart_or_CyberPhysical_System.pdf
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package / Capogrosso, L; Geretti, L; Cristani, M; Fummi, F; Villa, T. - (2023), pp. 87-90. (Intervento presentato al convegno 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Tallinn (EST) nel May 3-5, 2023) [10.1109/DDECS57882.2023.10139480]. 1-gen-2023 Capogrosso, LFummi, FVilla, T + HermesBDD_A_Multi-Core_and_Multi-Platform_Binary_Decision_Diagram_Package.pdf
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0 / Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, Sebastiano; Dall'Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; DI CATALDO, Santa; Vinco, Sara; Macii, Enrico; Fummi, Franco; Cristani, Marco. - (2023), pp. 1-4. (Intervento presentato al convegno Forum on specification & Design Languages tenutosi a Turin, Italy nel 13-15 September 2023) [10.1109/FDL59689.2023.10272095]. 1-gen-2023 Luigi CapogrossoAlessio MascoliniFrancesco PonzioSanta Di CataldoSara VincoEnrico MaciiFranco Fummi + WildAndCrazyIdea_FDL2023.pdfNeuro-Symbolic_Empowered_Denoising_Diffusion_Probabilistic_Models_for_Real-Time_Anomaly_Detection_in_Industry_4.0_Wild-and-Crazy-Idea_Paper.pdf
Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line / Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; DI CATALDO, Santa; Fummi, Franco. - ELETTRONICO. - (2023), pp. -7. (Intervento presentato al convegno The 49th Annual Conference of the IEEE Industrial Electronics Society tenutosi a Singapore, Singapore nel 16-19 October 2023) [10.1109/IECON51785.2023.10311726]. 1-gen-2023 Alessio MascoliniFrancesco PonzioEnrico MaciiSara VincoSanta Di CataldoFranco Fummi + TAD_dataset.pdfRobotic_Arm_Dataset_RoAD_A_Dataset_to_Support_the_Design_and_Test_of_Machine_Learning-Driven_Anomaly_Detection_in_a_Production_Line.pdf
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications / Capogrosso, L; Cunico, F; Lora, M; Cristani, M; Fummi, F; Quaglia, D. - ELETTRONICO. - (2023), pp. 39-44. (Intervento presentato al convegno 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Tallinn (EST) nel May 3-5, 2023) [10.1109/DDECS57882.2023.10139711]. 1-gen-2023 Capogrosso, LFummi, FQuaglia, D + Split-Et-Impera_A_Framework_for_the_Design_of_Distributed_Deep_Learning_Applications.pdf
Thermal Digital Twin of a Multi-Domain System for Discovering Mechanical Faulty Behaviors / Tosoni, Francesco; Dall’Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Fummi, Franco. - ELETTRONICO. - (2023). (Intervento presentato al convegno IEEE International Conference on Industrial Informatics (INDIN 2023) tenutosi a Lemgo (DEU) nel 18-20 July 2023) [10.1109/INDIN51400.2023.10218266]. 1-gen-2023 Sara VincoFranco Fummi + 2023_INDIN_Thermal_Faults-1.pdfThermal_Digital_Twin_of_a_Multi-Domain_System_for_Discovering_Mechanical_Faulty_Behaviors.pdf
Toward Smart Doors: A Position Paper / Capogrosso, Luigi; Skenderi, Geri; Girella, Federico; Fummi, Franco; Cristani, Marco. - ELETTRONICO. - 13644:(2023), pp. 660-673. (Intervento presentato al convegno 2nd International Workshop on Industrial Machine Learning @ 26TH International Conference on Pattern Recognition tenutosi a Montréal (CAN) nel August 21–25, 2022) [10.1007/978-3-031-37742-6_51]. 1-gen-2023 Capogrosso, LuigiFummi, Franco + 978-3-031-37742-6_51.pdf
Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments / Turetta, Cristian; Skenderi, Geri; Capogrosso, Luigi; Demrozi, Florenc; Kindt, Philipp H.; Masrur, Alejandro; Fummi, Franco; Cristani, Marco; Pravadelli, Graziano. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Antwerp nel April 17-19, 2023) [10.23919/DATE56975.2023.10137260]. 1-gen-2023 Capogrosso, LuigiFummi, FrancoPravadelli, Graziano + Towards_Deep_Learning-based_Occupancy_Detection_Via_WiFi_Sensing_in_Unconstrained_Environments.pdf
I-SPLIT: Deep Network Interpretability for Split Computing / Cunico, Federico; Capogrosso, Luigi; Setti, Francesco; Carra, Damiano; Fummi, Franco; Cristani, Marco. - (2022), pp. 2575-2581. (Intervento presentato al convegno 26th International Conference on Pattern Recognition (ICPR) tenutosi a Montréal Québec (CAN) nel August 21-25, 2022) [10.1109/icpr56361.2022.9956625]. 1-gen-2022 Luigi CapogrossoDamiano CarraFranco Fummi + I-SPLIT_Deep_Network_Interpretability_for_Split_Computing.pdf
SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing / Alamin, KHALED SIDAHMED SIDAHMED; Chen, Yukai; Gaiardelli, Sebastiano; Spellini, Stefano; Calimera, Andrea; Beghi, Alessandro; Susto, Antonio; Fummi, Franco; Macii, Enrico; Vinco, Sara. - (2022), pp. 1-6. (Intervento presentato al convegno IEEE Latin-American Test Symposium tenutosi a Montevideo (Uruguay) nel 5th - 8th September 2022) [10.1109/LATS57337.2022.9937011]. 1-gen-2022 Khaled Sidahmed Sidahmed AlaminYukai ChenAndrea CalimeraAlessandro BeghiFranco FummiEnrico MaciiSara Vinco + LATS2022_CR_version (1).pdfSMART-IC_Smart_Monitoring_and_Production_Optimization_for_Zero-waste_Semiconductor_Manufacturing.pdf
DOHMO: Embedded Computer Vision in Co-Housing Scenarios / Skenderi, G; Bozzini, A; Capogrosso, L; Agrillo, Ec; Perbellini, G; Fummi, F; Cristani, M. - 2021-September:(2021), pp. 01-08. (Intervento presentato al convegno Forum on Specification, Verification and Design Languages, FDL tenutosi a Antibes, France nel 08-10 September 2021) [10.1109/FDL53530.2021.9568372]. 1-gen-2021 Capogrosso, LFummi, F + DOHMO_Embedded_Computer_Vision_in_Co-Housing_Scenarios.pdf
Multi-Discipline Fault Modeling with Verilog-AMS / Dall'Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Fummi, Franco. - ELETTRONICO. - (2021), pp. 237-243. (Intervento presentato al convegno IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) tenutosi a Victoria, BC (Canada) nel 10-12 May 2021) [10.1109/ICPS49255.2021.9468133]. 1-gen-2021 Vinco, SaraFummi, Franco + Multi-Discipline_Fault_Modeling_with_Verilog-AMS.pdf
Functionality and Fault Modeling of a DC Motor with Verilog-AMS / Dall'Ora, Nicola; Vinco, Sara; Fummi, Franco. - (2020), pp. 35-40. (Intervento presentato al convegno IEEE International Conference on Industrial Informatics (INDIN) tenutosi a Warwick, United Kingdom nel 20-23 July 2020) [10.1109/INDIN45582.2020.9442191]. 1-gen-2020 Sara VincoFranco Fummi + 09442191.pdf
A Cross-Level Verification Methodology for Digital IPs Augmented with Embedded Timing Monitors / Vinco, Sara; Bombieri, Nicola; JAHIER PAGLIARI, Daniele; Fummi, Franco; Macii, Enrico; Poncino, Massimo. - In: ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS. - ISSN 1084-4309. - STAMPA. - 24:3(2019), pp. 1-23. [10.1145/3308565] 1-gen-2019 SARA VINCOBOMBIERI, NICOLADANIELE JAHIER PAGLIARIFRANCO FUMMIENRICO MACIIMASSIMO PONCINO main.pdf3308565(1).pdf
Translation, Abstraction and Integration for Effective Smart System Design / Lora, Michele; Vinco, Sara; Fummi, Franco. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - 68:10(2019), pp. 1525-1538. [10.1109/TC.2019.2909209] 1-gen-2019 Sara VincoFranco Fummi + 08682118.pdfmain.pdf
Analog Models Manipulation for Effective Integration in Smart System Virtual Platforms / Lora, Michele; Vinco, Sara; Fraccaroli, Enrico; Quaglia, Davide; Fummi, Franco. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - ELETTRONICO. - 37:2(2018), pp. 378-391. [10.1109/TCAD.2017.2705129] 1-gen-2018 VINCO, SARAQUAGLIA, DavideFUMMI, FRANCO + main.pdf07930460.pdf
A Layered Methodology for the Simulation of Extra-Functional Properties in Smart Systems / Vinco, Sara; Chen, Yukai; Fummi, Franco; Macii, Enrico; Poncino, Massimo. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - ELETTRONICO. - 36:10(2017), pp. 1702-1715. [10.1109/TCAD.2017.2650980] 1-gen-2017 VINCO, SARACHEN, YUKAIFUMMI, FRANCOMACII, EnricoPONCINO, MASSIMO 07812663.pdfmain.pdf
Semiformal Assertion-Based Verification of Hardware/Software Systems in a Model-Driven Design Framework / Pravadelli, Graziano; Quaglia, Davide; Vinco, Sara; Fummi, Franco - In: Handbook of Hardware/Software Codesign / Soonhoi Ha, Jürgen Teich. - [s.l] : Springer Netherlands, 2017. - ISBN 978-94-017-7266-2. - pp. 683-720 [10.1007/978-94-017-7358-4_23-2] 1-gen-2017 QUAGLIA, DavideVINCO, SARAFUMMI, FRANCO + -