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PONCINO, MASSIMO
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AN Open Source Design Exploration Tool For Battery And Coolant Configuration
In corso di stampa Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara
Late Breaking Results: CHESSY: Coupled Hybrid Emulation With SystemC-FPGA Synchronization
In corso di stampa Ruotolo, Lorenzo; Pollo, Giovanni; Hamdi, Mohamed Amine; Risso, Matteo; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara; Burrello, Alessio; Jahier Pagliari, Daniele
Accelerating Battery Pack Design via Modular Electro-Thermal Simulation Frameworks
2026 Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara
End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables
2026 Carlucci, Francesco; Pollo, Giovanni; Wang, Xiaying; Poncino, Massimo; Macii, Enrico; Benini, Luca; Vinco, Sara; Burrello, Alessio; Jahier Pagliari, Daniele
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices
2025 Daghero, Francesco; Burrello, Alessio; Poncino, Massimo; Macii, Enrico; Jahier Pagliari, Daniele
Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement
2025 Alamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara
Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data
2025 Risso, Matteo; Goffi, Alessia; Motetti, BEATRICE ALESSANDRA; Burrello, Alessio; Baptiste Bove, Jean; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele; Maffeis, Giuseppe
Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction
2025 Pollo, Giovanni; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Vinco, Sara; Pagliari, Daniele Jahier
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
2025 Benfenati, Luca; Belloni, Sofia; Burrello, Alessio; Kasnesis, Panagiotis; Wang, Xiaying; Benini, Luca; Poncino, Massimo; Macii, Enrico; Pagliari, Daniele Jahier
Foundation Models for Structural Health Monitoring
2025 Benfenati, Luca; Pagliari, Daniele Jahier; Zanatta, Luca; Velez, Yhorman Alexander Bedoya; Acquaviva, Andrea; Poncino, Massimo; Macii, Enrico; Benini, Luca; Burrello, Alessio
MEbots: Integrating a RISC-V Virtual Platform with a Robotic Simulator for Energy-aware Design
2025 Pollo, Giovanni; Hamdi, Mohamed Amine; Risso, Matteo; Ruotolo, Lorenzo; Furbatto, Pietro; Isoldi, Matteo; Chen, Yukai; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele; Vinco, Sara
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes
2024 Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; JAHIER PAGLIARI, Daniele
HW-SW Optimization of DNNs for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays
2024 Risso, M.; Xie, C.; Daghero, F.; Burrello, A.; Mollaei, S.; Castellano, M.; Macii, E.; Poncino, M.; JAHIER PAGLIARI, Daniele
Integrating SystemC-AMS power modeling with a RISC-V ISS for virtual prototyping of battery-operated embedded devices
2024 Hamdi, MOHAMED AMINE; Pollo, Giovanni; Risso, Matteo; Haugou, Germain; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Vinco, Sara; JAHIER PAGLIARI, Daniele
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
2024 Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Model-Driven Feature Engineering for Data-Driven Battery SOH Model
2024 Alamin, Khaled; JAHIER PAGLIARI, Daniele; Chen, Yukai; Macii, Enrico; Vinco, Sara; Poncino, Massimo
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
2024 Burrello, Alessio; Carlucci, Francesco; Pollo, Giovanni; Wang, Xiaying; Poncino, Massimo; Macii, Enrico; Benini, Luca; JAHIER PAGLIARI, Daniele
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones
2024 Risso, Matteo; Daghero, Francesco; Motetti, BEATRICE ALESSANDRA; JAHIER PAGLIARI, Daniele; Macii, Enrico; Poncino, Massimo; Burrello, Alessio
A Framework for Economic and Environmental Benefit Through Renewable Energy Community
2023 Orlando, Matteo; Bottaccioli, Lorenzo; Quer, Stefano; Poncino, Massimo; Vinco, Sara; Patti, Edoardo
Digital Twins for Electric Vehicle SoX Battery Modeling: Status and Proposed Advancements
2023 Alamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| AN Open Source Design Exploration Tool For Battery And Coolant Configuration / Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara. - ELETTRONICO. - (In corso di stampa). ( Design, Automation and Test in Europe Conference Verona (ITA) 20-22 April 2026). | In corso di stampa | Yukai ChenMassimo PoncinoFranco FummiSara Vinco + | DATE_2026_thermal_paper_CAMERA_READY.pdf |
| Late Breaking Results: CHESSY: Coupled Hybrid Emulation With SystemC-FPGA Synchronization / Ruotolo, Lorenzo; Pollo, Giovanni; Hamdi, Mohamed Amine; Risso, Matteo; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara; Burrello, Alessio; Jahier Pagliari, Daniele. - ELETTRONICO. - (In corso di stampa). ( Design, Automation and Test in Europe Conference Verona (ITA) 20-22 April 2026). | In corso di stampa | Lorenzo RuotoloGiovanni PolloMohamed Amine HamdiMatteo RissoYukai ChenEnrico MaciiMassimo PoncinoSara VincoAlessio BurrelloDaniele Jahier Pagliari | Conf2___MESSY_FPGA_LBR.pdf |
| Accelerating Battery Pack Design via Modular Electro-Thermal Simulation Frameworks / Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara. - ELETTRONICO. - (2026). ( International Symposium on Industrial Electronics (ISIE) Nagoya, Japan ). | 1-gen-2026 | Yukai ChenMassimo PoncinoFranco FummiSara Vinco + | - |
| End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables / Carlucci, F., Pollo, G., Wang, X., Poncino, M., Macii, E., Benini, L., Vinco, S., Burrello, A., Jahier Pagliari, D.. - In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE. - ISSN 2691-1957. - 7:3(2026), pp. 1-27. [10.1145/3809503] | 1-gen-2026 | Carlucci, FrancescoPollo, GiovanniPoncino, MassimoMacii, EnricoVinco, SaraBurrello, AlessioJahier Pagliari, Daniele + | - |
| Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices / Daghero, F., Burrello, A., Poncino, M., Macii, E., Jahier Pagliari, D.. - STAMPA. - 15226:(2025), pp. 46-58. (24nd International Conference, SAMOS 2024 Samos (GRC) June 29 – July 4, 2024) [10.1007/978-3-031-78377-7_4]. | 1-gen-2025 | Daghero, FrancescoBurrello, AlessioPoncino, MassimoMacii, EnricoJahier Pagliari, Daniele | post-print.pdf; 978-3-031-78377-7_4.pdf |
| Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement / Alamin, K.S.S., Chen, Y., Macii, E., Poncino, M., Vinco, S.. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 1939-9359. - 74:9(2025), pp. 13850-13864. [10.1109/TVT.2025.3565907] | 1-gen-2025 | Khaled Sidahmed Sidahmed AlaminYukai ChenEnrico MaciiMassimo PoncinoSara Vinco | main.pdf; Advancing_Electric_Vehicle_Battery_Management_A_Data-Driven_Digital_Twin_Approach_for_Real-Time_Monitoring_and_Performance_Enhancement.pdf |
| Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data / Risso, M., Goffi, A., Motetti, B.A., Burrello, A., Baptiste Bove, J., Macii, E., Poncino, M., JAHIER PAGLIARI, D., Maffeis, G.. - ELETTRONICO. - (2025). (International Conference on Image Processing, Applications and Systems (IPAS) Lyon (FRA) 09-11 January 2025) [10.1109/IPAS63548.2025.10924534]. | 1-gen-2025 | Matteo RissoBeatrice Alessandra MotettiAlessio BurrelloEnrico MaciiMassimo PoncinoDaniele Jahier Pagliari + | Building_Damage_Assessment_in_Conflict_Zones_A_Deep_Learning_Approach_Using_Geospatial_Sub-Meter_Resolution_Data.pdf; 2410.04802v1.pdf |
| Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction / Pollo, G., Burrello, A., Macii, E., Poncino, M., Vinco, S., Pagliari, D.J.. - (2025), pp. 1-7. (Design, Automation and Test in Europe Conference and Exhibition Lyon (FRA) 31 March 2025 - 02 April 2025) [10.23919/date64628.2025.10993233]. | 1-gen-2025 | Pollo, GiovanniBurrello, AlessioMacii, EnricoPoncino, MassimoVinco, SaraPagliari, Daniele Jahier | Coupling_Neural_Networks_and_Physics_Equations_For_Li-Ion_Battery_State-of-Charge_Prediction.pdf; 2412.16724v1.pdf |
| EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation / Benfenati, L., Belloni, S., Burrello, A., Kasnesis, P., Wang, X., Benini, L., Poncino, M., Macii, E., Pagliari, D.J.. - ELETTRONICO. - (2025), pp. 1-5. (2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS) Bordeaux (FRA) 28-30 April 2025) [10.1109/aicas64808.2025.11173112]. | 1-gen-2025 | Benfenati, LucaBelloni, SofiaBurrello, AlessioBenini, LucaPoncino, MassimoMacii, EnricoPagliari, Daniele Jahier + | enhancePPG_fullpaper_closed.pdf; enhancePPG_fullpaper_open.pdf |
| Foundation Models for Structural Health Monitoring / Benfenati, L., Pagliari, D.J., Zanatta, L., Velez, Y.A.B., Acquaviva, A., Poncino, M., Macii, E., Benini, L., Burrello, A.. - In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING. - ISSN 2377-3782. - ELETTRONICO. - 10:6(2025), pp. 1103-1115. [10.1109/tsusc.2025.3592097] | 1-gen-2025 | Benfenati, LucaPagliari, Daniele JahierZanatta, LucaAcquaviva, AndreaPoncino, MassimoMacii, EnricoBenini, LucaBurrello, Alessio + | fomo_SHM_fullpaper_compressed.pdf; Foundation_Models_for_Structural_Health_Monitoring.pdf |
| MEbots: Integrating a RISC-V Virtual Platform with a Robotic Simulator for Energy-aware Design / Pollo, G., Hamdi, M.A., Risso, M., Ruotolo, L., Furbatto, P., Isoldi, M., Chen, Y., Burrello, A., Macii, E., Poncino, M., Jahier Pagliari, D., Vinco, S.. - (2025). (ISLPED 2025 IEEE/ACM International Symposium on Low Power Electronics and Design Reykjavik (ISL) August 6 - 8, 2025) [10.1109/ISLPED65674.2025.11261755]. | 1-gen-2025 | Giovanni PolloMohamed Amine HamdiMatteo RissoLorenzo RuotoloAlessio BurrelloEnrico MaciiMassimo PoncinoDaniele Jahier PagliariSara Vinco + | 2505.16682v1.pdf; MEbots_Integrating_a_RISC-V_Virtual_Platform_with_a_Robotic_Simulator_for_Energy-aware_Design.pdf |
| Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes / Daghero, F., Burrello, A., Macii, E., Montuschi, P., Poncino, M., JAHIER PAGLIARI, D.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:1(2024), pp. 742-757. [10.1109/JIOT.2023.3286276] | 1-gen-2024 | Francesco DagheroAlessio BurrelloEnrico MaciiPaolo MontuschiMassimo PoncinoDaniele Jahier Pagliari | dynamic_decision_tree_ensembles_for_energy_efficient_inference_on_iot_edge_nodes_post-print.pdf; Dynamic_Decision_Tree_Ensembles_for_Energy-Efficient_Inference_on_IoT_Edge_Nodes.pdf |
| HW-SW Optimization of DNNs for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays / Risso, M., Xie, C., Daghero, F., Burrello, A., Mollaei, S., Castellano, M., Macii, E., Poncino, M., JAHIER PAGLIARI, D.. - ELETTRONICO. - (2024), pp. 1-6. (Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 Valencia (ESP) 25-27 March 2024). | 1-gen-2024 | Risso M.Xie C.Daghero F.Burrello A.Mollaei S.MacIi E.Poncino M.Daniele Jahier Pagliari + | HW-SW_Optimization_of_DNNs_for_Privacy-Preserving_People_Counting_on_Low-Resolution_Infrared_Arrays.pdf; 2402.01226v1.pdf |
| Integrating SystemC-AMS power modeling with a RISC-V ISS for virtual prototyping of battery-operated embedded devices / Hamdi, M.A., Pollo, G., Risso, M., Haugou, G., Burrello, A., Macii, E., Poncino, M., Vinco, S., JAHIER PAGLIARI, D.. - ELETTRONICO. - (2024), pp. 51-54. (Computing Frontiers Open-Source Hardware Workshop Ischia (ITA) May 7 - 9, 2024) [10.1145/3637543.3652873]. | 1-gen-2024 | Mohamed Amine HamdiGiovanni PolloMatteo RissoAlessio BurrelloEnrico MaciiMassimo PoncinoSara VincoDaniele Jahier Pagliari + | 2404.01861.pdf; 3637543.3652873.pdf |
| Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks / Motetti, B.A., Risso, M., Burrello, A., Macii, E., Poncino, M., Jahier Pagliari, D.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 73:11(2024), pp. 2619-2633. [10.1109/tc.2024.3449084] | 1-gen-2024 | Motetti, Beatrice AlessandraRisso, MatteoBurrello, AlessioMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele | Arxiv_Joint_Pruning_and_Channel-wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf; Joint_Pruning_and_Channel-Wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf |
| Model-Driven Feature Engineering for Data-Driven Battery SOH Model / Alamin, K., JAHIER PAGLIARI, D., Chen, Y., Macii, E., Vinco, S., Poncino, M.. - STAMPA. - (2024). (Design, Automation and Test in Europe Conference 2024 Valencia (ESP) 25-27 March 2024). | 1-gen-2024 | Khaled AlaminDaniele Jahier PagliariYukai ChenEnrico MaciiSara VincoMassimo Poncino | Model-Driven_Feature_Engineering.pdf; Model-Driven_Feature_Engineering_for_Data-Driven_Battery_SOH_Model.pdf |
| Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables / Burrello, A., Carlucci, F., Pollo, G., Wang, X., Poncino, M., Macii, E., Benini, L., JAHIER PAGLIARI, D.. - (2024), pp. 1-5. (Biomedical Circuits and Systems Conference (BIOCAS) 2024 Xi'an (CHN) 24-26 October 2024) [10.1109/BioCAS61083.2024.10798404]. | 1-gen-2024 | Alessio BurrelloGiovanni PolloMassimo PoncinoEnrico MaciiLuca BeniniDaniele Jahier Pagliari + | PPG_BP_BioCAS2024.pdf; Optimization_and_Deployment_of_Deep_Neural_Networks_for_PPG-based_Blood_Pressure_Estimation_Targeting_Low-power_Wearables.pdf |
| Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones / Risso, M., Daghero, F., Motetti, B.A., JAHIER PAGLIARI, D., Macii, E., Poncino, M., Burrello, A.. - ELETTRONICO. - 32:(2024), pp. 304-309. (ERF 2024 | European Robotics Forum Rimini (IT) March, 13 - 15, 2024) [10.1007/978-3-031-76424-0_54]. | 1-gen-2024 | Matteo RissoFrancesco DagheroBeatrice Alessandra MotettiDaniele Jahier PagliariEnrico MaciiMassimo PoncinoAlessio Burrello | 2402.15273v1.pdf |
| A Framework for Economic and Environmental Benefit Through Renewable Energy Community / Orlando, M., Bottaccioli, L., Quer, S., Poncino, M., Vinco, S., Patti, E.. - In: IEEE SYSTEMS JOURNAL. - ISSN 1932-8184. - 17:4(2023), pp. 5626-5635. [10.1109/JSYST.2023.3290941] | 1-gen-2023 | Orlando, MatteoBottaccioli, LorenzoQuer, StefanoPoncino, MassimoVinco, SaraPatti, Edoardo | IEEE_SYSJ_PV_Energy_Community.pdf; A_Framework_for_Economic_and_Environmental_Benefit_Through_Renewable_Energy_Community.pdf |
| Digital Twins for Electric Vehicle SoX Battery Modeling: Status and Proposed Advancements / Alamin, K.S.S., Chen, Y., Macii, E., Poncino, M., Vinco, S.. - (2023), pp. 1-6. (AEIT International Conference on Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE) Modena, Italy 17-19 July 2023) [10.23919/AEITAUTOMOTIVE58986.2023.10217251]. | 1-gen-2023 | Alamin, Khaled Sidahmed SidahmedChen, YukaiMacii, EnricoPoncino, MassimoVinco, Sara | Battery_SOX__AEIT.pdf |