Archivio Istituzionale della RicercaDAGHERO, FRANCESCO
DAGHERO, FRANCESCO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
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Risultati 1 - 15 di 15 (tempo di esecuzione: 0.043 secondi).
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices
2025 Daghero, Francesco; Burrello, Alessio; Poncino, Massimo; Macii, Enrico; Jahier Pagliari, Daniele
Enhancing Intelligent Battery Management on Automotive Microcontrollers Using LightGBM
2025 Alamin, Khaled; Song, Chao; Vinco, Sara; Daghero, Francesco
Predicting Digital Layout Success in Analog-on-Top Designs Using Machine Learning
2025 Daghero, Francesco; Faraone, Gabriele; Serianni, Eugenio; Di Carolo, Nicola; Licastro, Dario; Franchino, Giovanna Antonella; Grosso, Michelangelo; Pagliari, Daniele Jahier
AMBEATion: Analog Mixed-Signal Back-End Design Automation with Machine Learning and Artificial Intelligence Techniques
2024 Aliffi, G. E.; Baixinho, J.; Barri, D.; Daghero, F.; Di Carolo, N.; Faraone, G.; Grosso, M.; Jahier Pagliari, D.; Jakovenko, J.; Janicek, V.; Licastro, D.; Melikyan, V.; Risso, M.; Romano, V.; Serianni, E.; Stastny, M.; Vacula, P.; Vitanza, G.; Xie, C.
AMBEATion: New Algorithm for Generation IC Matched Structures with Respecting Linear and Non-linear Gradient Parameter Effects
2024 Barri, Dalibor; Vacula, Patrik; Kotě, Vlastimil; Nemazal, Jan; Vacula, Miloš; Jahier Pagliari, Daniele; Daghero, Francesco; Risso, Matteo; Xie, Chen; Grosso, Michelangelo
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
Machine Learning-based feasibility estimation of digital blocks in BCD technology
2024 Daghero, Francesco; Faraone, Gabriele; Grosso, Michelangelo; Pagliari, Daniele Jahier; Di Carolo, Nicola; Franchino, Giovanna Antonella; Licastro, Dario; Serianni, Eugenio
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
Model-Driven Dataset Generation for Data-Driven Battery SOH Models
2023 Sidahmed Alamin, Khaled Sidahmed; Daghero, Francesco; Pollo, Giovanni; Pagliari, Daniele Jahier; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers
2022 Daghero, F; Burrello, A; Xie, C; Benini, L; Calimera, A; Macii, E; Poncino, M; Jahier Pagliari, D
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs
2022 Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs
2022 Daghero, Francesco; Jahier Pagliari, Daniele; Poncino, Massimo
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers
2021 Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Ultra-compact binary neural networks for human activity recognition on RISC-V processors
2021 Daghero, F.; Xie, C.; Jahier Pagliari, D.; Burrello, A.; Castellano, M.; Gandolfi, L.; Calimera, A.; Macii, E.; Poncino, M.
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence
2020 Daghero, F.; Burrello, A.; Jahier Pagliari, D.; Benini, L.; Macii, E.; Poncino, M.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| Enhancing Intelligent Battery Management on Automotive Microcontrollers Using LightGBM / Alamin, K., Song, C., Vinco, S., Daghero, F.. - (2025), pp. 1-4. (IEEE International Conference on Electronics, Circuits and Systems (ICECS) Marrakech (MAR) 17-19 November 2025) [10.1109/icecs66544.2025.11270670]. | 1-gen-2025 | Alamin, KhaledVinco, SaraDaghero, Francesco + | Enhancing_Intelligent_Battery_Management_on_Automotive_Microcontrollers_Using_LightGBM.pdf; Enhancing_Intelligent_Battery_Management_on_Automotive_Microcontrollers_Using_LightGBM_final.pdf |
| Predicting Digital Layout Success in Analog-on-Top Designs Using Machine Learning / Daghero, F., Faraone, G., Serianni, E., Di Carolo, N., Licastro, D., Franchino, G.A., Grosso, M., Pagliari, D.J.. - ELETTRONICO. - (2025), pp. 60-64. (23rd IEEE Interregional NEWCAS Conference, NEWCAS 2025 Paris (FR) 22-25 June 2025) [10.1109/newcas64648.2025.11107059]. | 1-gen-2025 | Daghero, FrancescoPagliari, Daniele Jahier + | preprint.pdf; Predicting_Digital_Layout_Success_in_Analog-on-Top_Designs_Using_Machine_Learning.pdf |
| AMBEATion: Analog Mixed-Signal Back-End Design Automation with Machine Learning and Artificial Intelligence Techniques / Aliffi, G.E., Baixinho, J., Barri, D., Daghero, F., Di Carolo, N., Faraone, G., Grosso, M., Jahier Pagliari, D., Jakovenko, J., Janicek, V., Licastro, D., Melikyan, V., Risso, M., Romano, V., Serianni, E., Stastny, M., Vacula, P., Vitanza, G., Xie, C.. - 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 | Daghero F.Grosso M.Jahier Pagliari D.Risso M.Xie C. + | AMBEATion_Analog_Mixed-Signal_Back-End_Design_Automation_with_Machine_Learning_and_Artificial_Intelligence_Techniques.pdf; AMBEATion___DATE_MPP.pdf |
| AMBEATion: New Algorithm for Generation IC Matched Structures with Respecting Linear and Non-linear Gradient Parameter Effects / Barri, D., Vacula, P., Kotě, V., Nemazal, J., Vacula, M., Jahier Pagliari, D., Daghero, F., Risso, M., Xie, C., Grosso, M.. - ELETTRONICO. - (2024), pp. 1-4. (International Conference on Applied Electronics Pilsen (CZ) 4-5 October 2024) [10.1109/ae61743.2024.10710229]. | 1-gen-2024 | Jahier Pagliari, DanieleDaghero, FrancescoRisso, MatteoGrosso, Michelangelo + | AMBEATion_New_Algorithm_for_Generation_IC_Matched_Structures_with_Respecting_Linear_and_Non-linear_Gradient_Parameter_Effects.pdf; AMBEATion_New_Algorithm_for_Generation_IC_Matched_Structures_with_Respecting_Linear_and_Non-linear_Gradient_Parameter_Effects_PostPrint.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 |
| Machine Learning-based feasibility estimation of digital blocks in BCD technology / Daghero, F., Faraone, G., Grosso, M., Pagliari, D.J., Di Carolo, N., Franchino, G.A., Licastro, D., Serianni, E.. - ELETTRONICO. - (2024), pp. 1-6. (2024 IEEE International Conference on Design, Test and Technology of Integrated Systems, DTTIS 2024 Aix-En-Provence, France 14-16 October 2024) [10.1109/dttis62212.2024.10780062]. | 1-gen-2024 | Daghero, FrancescoGrosso, MichelangeloPagliari, Daniele Jahier + | Machine_Learning-based_feasibility_estimation_of_digital_blocks_in_BCD_technology.pdf; 2410.07989v1.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 |
| Model-Driven Dataset Generation for Data-Driven Battery SOH Models / Sidahmed Alamin, K.S., Daghero, F., Pollo, G., Pagliari, D.J., Chen, Y., Macii, E., Poncino, M., Vinco, S.. - (2023), pp. 1-6. (IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) Vienna (AUT) 07-08 August 2023) [10.1109/ISLPED58423.2023.10244587]. | 1-gen-2023 | Sidahmed Alamin, Khaled SidahmedDaghero, FrancescoPollo, GiovanniPagliari, Daniele JahierChen, YukaiMacii, EnricoPoncino, MassimoVinco, Sara | Model-Driven_Dataset_Generation_for_Data-Driven_Battery_SOH_Models.pdf; Model-Driven_Dataset_Generation_for_Data-Driven_Battery_SOH_Models.pdf |
| Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers / Daghero, F., Burrello, A., Xie, C., Benini, L., Calimera, A., Macii, E., Poncino, M., Jahier Pagliari, D.. - STAMPA. - 661:(2022), pp. 25-47. (29th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration (VLSI-SoC 2021) Singapore October 4-8, 2021) [10.1007/978-3-031-16818-5_2]. | 1-gen-2022 | Daghero, FBurrello, AXie, CBenini, LCalimera, AMacii, EPoncino, MJahier Pagliari, D | postprint.pdf; vlsi-soc-chapter.pdf |
| Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs / Xie, C., Daghero, F., Chen, Y., Castellano, M., Gandolfi, L., Calimera, A., Macii, E., Poncino, M., JAHIER PAGLIARI, D.. - (2022), pp. 1332-1336. (2022 IEEE International Symposium on Circuits and Systems (ISCAS) Austin, TX (USA) 27 May 2022 - 01 June 2022) [10.1109/ISCAS48785.2022.9937837]. | 1-gen-2022 | Chen XieFrancesco DagheroYukai ChenAndrea CalimeraEnrico MaciiMassimo PoncinoDaniele Jahier Pagliari + | Privacy-preserving_Social_Distance_Monitoring_arxiv.pdf; Privacy-preserving_Social_Distance_Monitoring_on_Microcontrollers_with_Low-Resolution_Infrared_Sensors_and_CNNs.pdf |
| Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs / Daghero, F., Jahier Pagliari, D., Poncino, M.. - ELETTRONICO. - (2022), pp. 173-176. (17th International Conference on Ph.D Research in Microelectronics and Electronics, PRIME 2022 Villasimius (ITA) 2022) [10.1109/PRIME55000.2022.9816745]. | 1-gen-2022 | Daghero, FrancescoJahier Pagliari, DanielePoncino, Massimo | Two-stage_Human_Activity_Recognition_on_Microcontrollers_with_Decision_Trees_and_CNNs.pdf; Two-stage_Human_Activity_Recognition_on_Microcontrollers_with_Decision_Trees_and_CNNs-POSTPRINT.pdf |
| Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers / Daghero, F., Burrello, A., Xie, C., Benini, L., Calimera, A., Macii, E., Poncino, M., Jahier Pagliari, D.. - ELETTRONICO. - (2021), pp. 1-6. (29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021 Virtual Conference 2021) [10.1109/VLSI-SoC53125.2021.9606986]. | 1-gen-2021 | Daghero, FrancescoBurrello, AlessioXie, ChenBenini, LucaCalimera, AndreaMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele | Adaptive_Random_Forests_for_Energy-Efficient_Inference_on_Microcontrollers.pdf; Adaptive_Random_Forests_for_Energy-Efficient_Inference_on_Microcontrollers-POSTPRINT.pdf.pdf |
| Ultra-compact binary neural networks for human activity recognition on RISC-V processors / Daghero, F., Xie, C., Jahier Pagliari, D., Burrello, A., Castellano, M., Gandolfi, L., Calimera, A., Macii, E., Poncino, M.. - ELETTRONICO. - (2021), pp. 3-11. (18th ACM International Conference on Computing Frontiers 2021, CF 2021 Virtual conference 2021) [10.1145/3457388.3458656]. | 1-gen-2021 | Daghero F.Xie C.Jahier Pagliari D.Burrello A.Calimera A.MacIi E.Poncino M. + | BNN_CF-post-print.pdf; Daghero et al. - 2021 - Ultra-Compact Binary Neural Networks for Human Activity Recognition on RISC-V Processors.pdf |
| Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence / Daghero, F., Burrello, A., Jahier Pagliari, D., Benini, L., Macii, E., Poncino, M.. - ELETTRONICO. - (2020), pp. 1-4. (27th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2020 Virtual conference 2020) [10.1109/ICECS49266.2020.9294863]. | 1-gen-2020 | Daghero F.Burrello A.Jahier Pagliari D.Macii E.Poncino M. + | Daghero et al. - 2020 - Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence.pdf; class_score_margin.pdf |