Archivio Istituzionale della RicercaBURRELLO, ALESSIO
BURRELLO, ALESSIO
Dipartimento di Automatica e Informatica
036284
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
Multipartner Project: Advancing the EDA Tools Landscape for the European RISC-V Ecosystem in TRISTAN
In corso di stampa Jebali, Fatma; Andriamisaina, Caaliph; Jan, Mathieu; Ecker, Wolfgang; Egert, Florian; Fischer, Bernhard; Burrello, Alessio; Jahier Pagliari, Daniele; Vinco, Sara; Tagliavini, Giuseppe; Feldner, Ingo; Mauderer, Andreas; Sauer, Axel; Kristmundsson, Arnor; Schober, Alexander; Bernier, Teo; Kayra, Matti; Schlichtmann, Ulf; Jonack, Rocco
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices
2025 Daghero, Francesco; Burrello, Alessio; Poncino, Massimo; Macii, Enrico; Jahier Pagliari, Daniele
Automatic integration of SystemC in the FMI standard for Software-defined Vehicle design
2025 Pollo, Giovanni; Albu, Andrei Mihai; Burrello, Alessio; Pagliari, Daniele Jahier; Tesconi, Cristian; Panaro, Loris; Soldi, Dario; Autieri, Fabio; 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
Integrating SystemC TLM into FMI 3.0 Co-Simulations with an Open-Source Approach
2025 Albu, Andrei Mihai; Pollo, Giovanni; Burrello, Alessio; Jahier Pagliari, Daniele; Tesconi, Cristian; Neri, Alessandra; Soldi, Dario; Autieri, Fabio; Vinco, Sara
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
POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform
2025 Poveda Rodrigo, Javier Jesus; Hamdi, Mohamed Amine; Koenig, Cyril; Burrello, Alessio; Jahier Pagliari, Daniele; Benini, Luca
Adaptive Deep Learning for Efficient Visual Pose Estimation Aboard Ultra-Low-Power Nano-Drones
2024 Motetti, Beatrice Alessandra; Crupi, Luca; Elshaigi, Mustafa Omer Mohammed Elamin; Risso, Matteo; Jahier Pagliari, Daniele; Palossi, Daniele; Burrello, Alessio
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring
2024 Benfenati, Luca; Mar Ingolfsson, Thorir; Cossettini, Andrea; Jahier Pagliari, Daniele; Burrello, Alessio; Benini, Luca
Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs
2024 Rapa, Pierangelo Maria; Orlandi, Mattia; Amidei, Andrea; Burrello, Alessio; Rabbeni, Roberto; Pavan, Paolo; Benini, Luca; Benatti, Simone
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
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
Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA
2024 Carpentieri, Nicolò; Sapriza, Juan; Schiavone, Davide; JAHIER PAGLIARI, Daniele; Atienza, David; Martina, Maurizio; Burrello, Alessio
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs
2023 Cereda, Elia; Crupi, Luca; Risso, Matteo; Burrello, Alessio; Benini, Luca; Giusti, Alessandro; Jahier Pagliari, Daniele; Palossi, Daniele
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation
2023 Burrello, Alessio; Risso, Matteo; Tomasello, Noemi; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| Multipartner Project: Advancing the EDA Tools Landscape for the European RISC-V Ecosystem in TRISTAN / Jebali, Fatma; Andriamisaina, Caaliph; Jan, Mathieu; Ecker, Wolfgang; Egert, Florian; Fischer, Bernhard; Burrello, Alessio; Jahier Pagliari, Daniele; Vinco, Sara; Tagliavini, Giuseppe; Feldner, Ingo; Mauderer, Andreas; Sauer, Axel; Kristmundsson, Arnor; Schober, Alexander; Bernier, Teo; Kayra, Matti; Schlichtmann, Ulf; Jonack, Rocco. - ELETTRONICO. - (In corso di stampa). ( Design, Automation and Test in Europe Conference Verona (ITA) 20-22 April 2026). | In corso di stampa | Alessio BurrelloDaniele Jahier PagliariSara VincoGiuseppe Tagliavini + | TRISTAN_MPP_paper.pdf |
| 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 |
| Automatic integration of SystemC in the FMI standard for Software-defined Vehicle design / Pollo, G., Albu, A.M., Burrello, A., Pagliari, D.J., Tesconi, C., Panaro, L., Soldi, D., Autieri, F., Vinco, S.. - (2025), pp. 1-9. (Forum on specification & Design Languages (FDL) 2025 St. Goar (DEU) 10-12 September 2025) [10.1109/fdl68117.2025.11165273]. | 1-gen-2025 | Pollo, GiovanniAlbu, Andrei MihaiBurrello, AlessioPagliari, Daniele JahierVinco, Sara + | Automatic_integration_of_SystemC_in_the_FMI_standard_for_Software-defined_Vehicle_design.pdf; 2508.19665v1.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 |
| Integrating SystemC TLM into FMI 3.0 Co-Simulations with an Open-Source Approach / Albu, A.M., Pollo, G., Burrello, A., Jahier Pagliari, D., Tesconi, C., Neri, A., Soldi, D., Autieri, F., Vinco, S.. - ELETTRONICO. - (2025), pp. 29-35. (Design and Verification Conference and Exhibition Europe Munich (DEU) October 14-15, 2025) [10.30420/566664005]. | 1-gen-2025 | Andrei Mihai AlbuGiovanni PolloAlessio BurrelloDaniele Jahier PagliariSara Vinco + | 2508.20223v1.pdf; Integrating_SystemC_TLM_into_FMI_3.0_Co-Simulations_with_an_Open-Source_Approach.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 |
| POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform / Poveda Rodrigo, J.J., Hamdi, M.A., Koenig, C., Burrello, A., Jahier Pagliari, D., Benini, L.. - 1:(2025), pp. 224-225. (CF '25: 22nd ACM International Conference on Computing Frontiers Cagliari (ITA) May 28 - 30, 2025) [10.1145/3719276.3727954]. | 1-gen-2025 | Javier Jesus Poveda RodrigoMohamed Amine HamdiAlessio BurrelloDaniele Jahier PagliariLuca Benini + | CF25___Milk_V_LLM.pdf; 3719276.3727954.pdf |
| Adaptive Deep Learning for Efficient Visual Pose Estimation Aboard Ultra-Low-Power Nano-Drones / Motetti, B.A., Crupi, L., Elshaigi, M.O.M.E., Risso, M., Jahier Pagliari, D., Palossi, D., Burrello, A.. - ELETTRONICO. - (2024), pp. 1-6. (Design, Automation and Test in Europe Conference, 2024 Valencia (ESP) 25-27 March 2024) [10.23919/DATE58400.2024.10546577]. | 1-gen-2024 | Motetti, Beatrice AlessandraRisso, MatteoJahier Pagliari, DanieleBurrello, Alessio + | Arxiv_Adaptive_Deep_Learning_for_Efficient_Visual_Pose_Estimation_Aboard_Ultra-Low-Power_Nano-Drones.pdf; IEEE_Xplore_Adaptive_Deep_Learning_for_Efficient_Visual_Pose_Estimation_Aboard_Ultra-Low-Power_Nano-Drones.pdf |
| BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring / Benfenati, Luca; Mar Ingolfsson, Thorir; Cossettini, Andrea; Jahier Pagliari, Daniele; Burrello, Alessio; Benini, Luca. - ELETTRONICO. - (2024). ( 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Orlando (USA) 15-19 July 2024) [10.1109/EMBC53108.2024.10782289]. | 1-gen-2024 | Benfenati,LucaJahier Pagliari,DanieleBurrello,AlessioBenini,Luca + | Transformer_Seizure_Detection____EMBC_2024_IRIS.pdf; BISeizuRe_BERT-Inspired_Seizure_Data_Representation_to_Improve_Epilepsy_Monitoring.pdf |
| Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs / Rapa, P.M., Orlandi, M., Amidei, A., Burrello, A., Rabbeni, R., Pavan, P., Benini, L., Benatti, S.. - (2024), pp. 124-128. (6th IEEE International Conference on AI Circuits and Systems, AICAS 2024 Abu Dhabi (ARE) 22-25 April 2024) [10.1109/aicas59952.2024.10595972]. | 1-gen-2024 | Burrello, Alessio + | AICAS24___Drowsiness.pdf; Driving_Towards_Safety_Online_PPG-based_Drowsiness_Detection_with_TCNs.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 |
| 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 |
| Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA / Carpentieri, N., Sapriza, J., Schiavone, D., JAHIER PAGLIARI, D., Atienza, D., Martina, M., Burrello, A.. - (2024), pp. 67-70. (CF '24: 21st ACM International Conference on Computing Frontiers Ischia (ITA) May 7 - 9, 2024) [10.1145/3637543.3652875]. | 1-gen-2024 | Daniele Jahier PagliariMaurizio MartinaAlessio Burrello + | 2403.01236v1.pdf; 3637543.3652875.pdf |
| Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs / Cereda, E., Crupi, L., Risso, M., Burrello, A., Benini, L., Giusti, A., Jahier Pagliari, D., Palossi, D.. - ELETTRONICO. - (2023), pp. 6065-6071. (2023 IEEE International Conference on Robotics and Automation (ICRA) London (UK) 29 May 2023 - 02 June 2023) [10.1109/ICRA48891.2023.10160369]. | 1-gen-2023 | Risso, MatteoBurrello, AlessioBenini, LucaJahier Pagliari, Daniele + | 2303.01931.pdf; Deep_Neural_Network_Architecture_Search_for_Accurate_Visual_Pose_Estimation_aboard_Nano-UAVs.pdf |
| Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation / Burrello, A., Risso, M., Tomasello, N., Chen, Y., Benini, L., Macii, E., Poncino, M., JAHIER PAGLIARI, D.. - ELETTRONICO. - (2023). (Design, Automation & Test in Europe Conference & Exhibition (DATE) Antwerp (Belgium) 17-19 April 2023) [10.23919/DATE56975.2023.10137129]. | 1-gen-2023 | Alessio BurrelloMatteo RissoYukai ChenLuca BeniniEnrico MaciiMassimo PoncinoDaniele Jahier Pagliari + | Energy-efficient_Wearable-to-Mobile_Offload_of_ML_Inference_for_PPG-based_Heart-Rate_Estimation.pdf; DATE23___PPGCollaborative__arxiv_.pdf |