Archivio Istituzionale della RicercaJAHIER PAGLIARI, DANIELE
JAHIER PAGLIARI, DANIELE
Dipartimento di Automatica e Informatica
035148
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
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
MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices
2025 Hamdi, Mohamed Amine; Daghero, Francesco; Maria Sarda, Giuseppe; Van Delm, Josse; Symons, Arne; Benini, Luca; Verhelst, Marian; Jahier Pagliari, Daniele; Burrello, Alessio
Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time
2025 Risso, M.; Burrello, A.; Jahier Pagliari, D.
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
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices
2024 Burrello, Alessio; Risso, Matteo; Motetti, BEATRICE ALESSANDRA; Macii, Enrico; Benini, Luca; JAHIER PAGLIARI, Daniele
Information extraction from medical case reports using OpenAI InstructGPT
2024 Sciannameo, Veronica; JAHIER PAGLIARI, Daniele; Urru, Sara; Grimaldi, Piercesare; Ocagli, Honoria; Ahsani-Nasab, Sara; Irene Comoretto, Rosanna; Gregori, Dario; Berchialla, Paola
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
Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V Platform
2024 Potocnik, Viviane; Colagrande, Luca; Fischer, Tim; Bertaccini, Luca; Pagliari, Daniele Jahier; Burrello, Alessio; Benini, Luca
Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays
2023 Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge
2023 Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference
2023 Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele
A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy
2022 Sciannameo, V.; Goffi, A.; Maffeis, G.; Gianfreda, R.; Jahier Pagliari, D.; Filippini, T.; Mancuso, P.; Giorgi-Rossi, P.; Alberto Dal Zovo, L.; Corbari, A.; Vinceti, M.; Berchialla, P.
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring
2022 Burrello, Alessio; JAHIER PAGLIARI, Daniele; Maria Rapa, Pierangelo; Semilia, Matilde; Risso, Matteo; Polonelli, Tommaso; Poncino, Massimo; Benini, Luca; Benatti, Simone
Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0
2022 Jahier Pagliari, D.; Schirrmeister, F.; Bagherzadeh, N.; Macii, E.
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks
2022 Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms
2022 Burrello, J.; Gallone, G.; Burrello, A.; Jahier Pagliari, D.; Ploumen, E. H.; Iannaccone, M.; De Luca, L.; Zocca, P.; Patti, G.; Cerrato, E.; Wojakowski, W.; Venuti, G.; De Filippo, O.; Mattesini, A.; Ryan, N.; Helft, G.; Muscoli, S.; Kan, J.; Sheiban, I.; Parma, R.; Trabattoni, D.; Giammaria, M.; Truffa, A.; Piroli, F.; Imori, Y.; Cortese, B.; Omede, P.; Conrotto, F.; Chen, S. -L.; Escaned, J.; Buiten, R. A.; Von Birgelen, C.; Mulatero, P.; De Ferrari, G. M.; Monticone, S.; D'Ascenzo, F.
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning
2022 Burrello, A.; Zara, G.; Benini, L.; Brunelli, D.; Macii, E.; Poncino, M.; Jahier Pagliari, D.
A Microservices-based Framework for Smart Design and Optimization of PV Installations
2021 Vinco, Sara; Jahier Pagliari, Daniele; Bottaccioli, Lorenzo; Patti, Edoardo; Macii, Enrico; Poncino, Massimo
Assessing the impact of sensor-based task scheduling on battery lifetime in IoT devices
2021 Chen, Yukai; Wang, Wenlong; Jahier Pagliari, Daniele; Macii, Enrico; Poncino, Massimo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 + | 3809503.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 |
| MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices / Hamdi, M.A., Daghero, F., Maria Sarda, G., Van Delm, J., Symons, A., Benini, L., Verhelst, M., Jahier Pagliari, D., Burrello, A.. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - ELETTRONICO. - 44:10(2025), pp. 3844-3857. [10.1109/TCAD.2025.3556967] | 1-gen-2025 | Mohamed Amine HamdiFrancesco DagheroLuca BeniniDaniele Jahier PagliariAlessio Burrello + | MATCH_TCAD_final.pdf; MATCH_Model-Aware_TVM-Based_Compilation_for_Heterogeneous_Edge_Devices.pdf |
| Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time / Risso, M., Burrello, A., Jahier Pagliari, D.. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - ELETTRONICO. - 44:9(2025), pp. 3532-3545. [10.1109/TCAD.2025.3543715] | 1-gen-2025 | M. RissoA. BurrelloD. Jahier Pagliari | Optimizing_DNN_Inference_on_Multi-Accelerator_SoCs_at_Training-time.pdf; 2409.18566v2.pdf; Optimizing_DNN_Inference_on_Multi-accelerator_SoCs_at_Training-Time.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 |
| Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices / Burrello, A., Risso, M., Motetti, B.A., Macii, E., Benini, L., JAHIER PAGLIARI, D.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 12:3(2024), pp. 780-794. [10.1109/TETC.2023.3322033] | 1-gen-2024 | Alessio BurrelloMatteo RissoBeatrice Alessandra MotettiEnrico MaciiLuca BeniniDaniele Jahier Pagliari | Journal___Multi_Loss__arxiv_.pdf; Enhancing_Neural_Architecture_Search_with_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf; Enhancing_Neural_Architecture_Search_With_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf |
| Information extraction from medical case reports using OpenAI InstructGPT / Sciannameo, V., JAHIER PAGLIARI, D., Urru, S., Grimaldi, P., Ocagli, H., Ahsani-Nasab, S., Irene Comoretto, R., Gregori, D., Berchialla, P.. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 1872-7565. - ELETTRONICO. - 255:(2024). [10.1016/j.cmpb.2024.108326] | 1-gen-2024 | Daniele Jahier Pagliari + | 1-s2.0-S0169260724003195-main.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 |
| Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V Platform / Potocnik, Viviane; Colagrande, Luca; Fischer, Tim; Bertaccini, Luca; Pagliari, Daniele Jahier; Burrello, Alessio; Benini, Luca. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR ARTIFICIAL INTELLIGENCE. - ISSN 2996-6647. - 1:1(2024), pp. 37-52. [10.1109/tcasai.2024.3459412] | 1-gen-2024 | Pagliari, Daniele JahierBurrello, Alessio + | TCASAI24___OccamyLLM.pdf; Optimizing_Foundation_Model_Inference_on_a_Many-Tiny-Core_Open-Source_RISC-V_Platform.pdf |
| Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays / Xie, C., Daghero, F., Chen, Y., Castellano, M., Gandolfi, L., Calimera, A., Macii, E., Poncino, M., Pagliari, D.J.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 10:15(2023), pp. 13895-13907. [10.1109/JIOT.2023.3263290] | 1-gen-2023 | Xie, ChenDaghero, FrancescoChen, YukaiCalimera, AndreaMacii, EnricoPoncino, MassimoPagliari, Daniele Jahier + | Efficient_Deep_Learning_Models_for_Privacy-preserving_People_Counting_on_Low-resolution_Infrared_Arrays.pdf; Efficient_Deep_Learning_Models_for_Privacy-Preserving_People_Counting_on_Low-Resolution_Infrared_Arrays.pdf |
| Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge / Risso, M., Burrello, A., Conti, F., Lamberti, L., Chen, Y., Benini, L., Macii, E., Poncino, M., JAHIER PAGLIARI, D.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 72:3(2023), pp. 744-758. [10.1109/TC.2022.3177955] | 1-gen-2023 | Matteo RissoAlessio BurrelloYukai ChenLuca BeniniEnrico MaciiMassimo PoncinoDaniele Jahier Pagliari + | pit_journal.pdf; Lightweight_Neural_Architecture_Search_for_Temporal_Convolutional_Networks_at_the_Edge.pdf |
| Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference / Xie, C., Burrello, A., Daghero, F., Benini, L., Calimera, A., Macii, E., Poncino, M., JAHIER PAGLIARI, D.. - In: SENSORS. - ISSN 1424-8220. - 23:4(2023), pp. 1-21. [10.3390/s23042065] | 1-gen-2023 | CHEN XIEAlessio BurrelloFrancesco DagheroLUCA BENINIANDREA CALIMERAEnrico MACIIMassimo PoncinoDANIELE PAGLIARI | Reducing the Energy Consumption of sEMG-Based-Gesture-Recognition-at-the Edge-Using-Transformers-and-Dynamic-Inference.pdf |
| A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy / Sciannameo, V., Goffi, A., Maffeis, G., Gianfreda, R., Jahier Pagliari, D., Filippini, T., Mancuso, P., Giorgi-Rossi, P., Alberto Dal Zovo, L., Corbari, A., Vinceti, M., Berchialla, P.. - In: JOURNAL OF BIOMEDICAL INFORMATICS. - ISSN 1532-0464. - ELETTRONICO. - 132:(2022), p. 104132. [10.1016/j.jbi.2022.104132] | 1-gen-2022 | Jahier Pagliari D. + | Sciannameo_et_al_2022_A_deep_learning_approach_for_Spatio-Temporal_forecasting_of_new_cases_and_new2.pdf |
| Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring / Burrello, A., JAHIER PAGLIARI, D., Maria Rapa, P., Semilia, M., Risso, M., Polonelli, T., Poncino, M., Benini, L., Benatti, S.. - In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE. - ISSN 2691-1957. - 3:2(2022), pp. 1-25. [10.1145/3487910] | 1-gen-2022 | Alessio BurrelloDaniele Jahier PagliariMatteo RissoMassimo PoncinoLuca Benini + | actppg_journal.pdf; actppg_open.pdf |
| Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0 / Jahier Pagliari, D., Schirrmeister, F., Bagherzadeh, N., Macii, E.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 10:1(2022), pp. 6-8. [10.1109/TETC.2022.3146784] | 1-gen-2022 | Jahier Pagliari D.Macii E. + | tetc_editorial.pdf; Pagliari_et_al_2022_Guest_Editorial.pdf |
| Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks / Daghero, F., Burrello, A., Xie, C., Castellano, M., Gandolfi, L., Calimera, A., Macii, E., Poncino, M., Jahier Pagliari, D.. - In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS. - ISSN 1539-9087. - ELETTRONICO. - 21:4(2022), pp. 1-28. [10.1145/3542819] | 1-gen-2022 | Daghero, FrancescoBurrello, AlessioXie, ChenCalimera, AndreaMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele + | Human-Activity-Recognition-on-Microcontrollers-with-Quantized-and-Adaptive-Deep-Neural-Networks-POSTPRINT.pdf; Human-Activity-Recognition-on-Microcontrollers-with-Quantized-and-Adaptive-Deep-Neural-Networks.pdf |
| Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms / Burrello, J., Gallone, G., Burrello, A., Jahier Pagliari, D., Ploumen, E.H., Iannaccone, M., De Luca, L., Zocca, P., Patti, G., Cerrato, E., Wojakowski, W., Venuti, G., De Filippo, O., Mattesini, A., Ryan, N., Helft, G., Muscoli, S., Kan, J., Sheiban, I., Parma, R., et al.. - In: JOURNAL OF PERSONALIZED MEDICINE. - ISSN 2075-4426. - ELETTRONICO. - 12:6(2022), p. 990. [10.3390/jpm12060990] | 1-gen-2022 | Burrello A.Jahier Pagliari D. + | Burrello_et_al_2022_Prediction_of_All-Cause_Mortality_Following_Percutaneous_Coronary_Intervention.pdf |
| Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning / Burrello, A., Zara, G., Benini, L., Brunelli, D., Macii, E., Poncino, M., Jahier Pagliari, D.. - In: SUSTAINABLE COMPUTING. - ISSN 2210-5379. - ELETTRONICO. - 35:(2022), p. 100704. [10.1016/j.suscom.2022.100704] | 1-gen-2022 | Burrello A.Macii E.Poncino M.Jahier Pagliari D. + | Burrello_et_al_2022_Traffic_Load_Estimation_from_Structural_Health_Monitoring_sensors_using2.pdf; SUSCOM2022_VehicleDetection.pdf |
| A Microservices-based Framework for Smart Design and Optimization of PV Installations / Vinco, S., Jahier Pagliari, D., Bottaccioli, L., Patti, E., Macii, E., Poncino, M.. - In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING. - ISSN 2377-3782. - 6:4(2021), pp. 531-543. [10.1109/TSUSC.2020.3010673] | 1-gen-2021 | Vinco, SaraJahier Pagliari, DanieleBottaccioli, LorenzoPatti, EdoardoMacii, EnricoPoncino, Massimo | PV_floorplanning_TII.pdf; A_Microservices-Based_Framework_for_Smart_Design_and_Optimization_of_PV_Installations.pdf |
| Assessing the impact of sensor-based task scheduling on battery lifetime in IoT devices / Chen, Y., Wang, W., Jahier Pagliari, D., Macii, E., Poncino, M.. - In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. - ISSN 0018-9456. - ELETTRONICO. - 70:(2021), pp. 1-15. [10.1109/TIM.2021.3088498] | 1-gen-2021 | Chen, YukaiWang, WenlongJahier Pagliari, DanieleMacii, EnricoPoncino, Massimo | Assessing_the_Impact_of_Sensor-Based_Task_Scheduling_on_Battery_Lifetime_in_IoT_Devices.pdf; main-1.pdf |