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MACII, Enrico

MACII, Enrico  

Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio  

002042  

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Citazione Data di pubblicazione Autori File
Constraint Satisfaction Problems solution through Spiking Neural Networks with improved reliability: the case of Sudoku puzzles / Pignari, Riccardo; Fra, Vittorio; Forno, Evelina; Macii, Enrico; Urgese, Gianvito. - (In corso di stampa). ( Brain-inspired computing workshop Modena 8-9.06.2023). In corso di stampa Pignari RiccardoFra VittorioForno EvelinaMacii EnricoUrgese Gianvito -
Exploring Spiking Neuron Model behaviours through the Analysis of Parameter Space / Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (In corso di stampa). ( ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop Vilnius 09/09/2024 - 14/09/2024). In corso di stampa Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese ECML_PKDD_2024_Neuron_maps.pdf
Fixed Point-Aware Regularization of Physics-Informed Neural Networks / Depaoli, Fabio; Hosseini, Seyed Mohammad Mehdi; Macii, Enrico; Ponzio, Francesco; Di Cataldo, Santa. - (In corso di stampa). ( 33th Italian Workshop on Neural Networks Vietri sul Mare 4th-6th June 2025). In corso di stampa Depaoli, FabioHosseini, Seyed Mohammad MehdiMacii, EnricoPonzio, FrancescoDi Cataldo, Santa -
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA / Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - (In corso di stampa). ( ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop Vilnius (Lituania) 09/09/2024 - 14/09/2024). In corso di stampa Barocci,MichelangeloFra,VittorioMacii,EnricoUrgese,Gianvito ECML-PKDD_2024_Heterogeneous_SoC.pdf; Barocci_SubmittedVersion_ECML24_NMHW.pdf
Neuromorphic Human Activity Recognition through LIF-based neurons / Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - (In corso di stampa). ( Brain-inspired computing workshop Modena 8-9.06.2023). In corso di stampa Fra VittorioMacii EnricoUrgese Gianvito -
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning / Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - (2026). [10.1007/s10845-026-02820-8] 1-gen-2026 Depaoli, FabioPonzio, FrancescoMacii, EnricoDi Cataldo, Santa s10845-026-02820-8.pdf
FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - ELETTRONICO. - (2026), pp. 1-14. [10.1109/tcsi.2026.3663070] 1-gen-2026 Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico main_final.pdf
Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - 7:2(2026), pp. 906-917. [10.1109/TAI.2025.3585090] 1-gen-2026 Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico TAI25_R1_FL_Learning_Rate___Final_Files.pdf; Refined_Two-Sided_Learning_Rate_Tuning_for_Robust_Evaluation_in_Federated_Learning.pdf
The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping / Urgese, Gianvito; Fra, Vittorio; Pignata, Andrea; Fanuli, Giuseppe; Gomez, Walter Gallego; Pignari, Riccardo; Barocci, Michelangelo; Leto, Benedetto; Tilocca, Salvatore; Cassetta, Nicola; Montuschi, Paolo; Macii, Enrico. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 13:9(2026), pp. 19286-19299. [10.1109/jiot.2026.3663902] 1-gen-2026 Urgese, GianvitoFra, VittorioPignata, AndreaFanuli, GiuseppeGomez, Walter GallegoPignari, RiccardoBarocci, MichelangeloLeto, BenedettoTilocca, SalvatoreCassetta, NicolaMontuschi, PaoloMacii, Enrico The_inNuCE_Research_Infrastructure_and_the_Neuromorphic_MLOps_for_AIoT_Prototyping.pdf
The Smart Inertial Device Data from Human Activities dataset / Pignari, Riccardo; Leto, Bendetto; Quer, Stefano; Macii, Enrico; Urgese, Gianvito; Fra, Vittorio. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - ELETTRONICO. - (2026). [10.1038/s41597-026-06860-w] 1-gen-2026 Pignari, RiccardoQuer, StefanoMacii, EnricoUrgese, GianvitoFra, Vittorio + s41597-026-06860-w_reference.pdf
A BIMtoBEM Framework for Building Retrofit and HVAC Smart Control Assessment / Loffa, Maria Adelaide; Donato, Angelo J.; Mazzarino, Pietro Rando; Macii, Enrico; Osello, Anna; Del Giudice, Matteo; Patti, Edoardo; Bottaccioli, Lorenzo. - (2025), pp. 1-6. ( 25th EEEIC International Conference on Environment and Electrical Engineering (EEEIC) Chania, Crete (GR) 15-18 July, 2025) [10.1109/eeeic/icpseurope64998.2025.11169011]. 1-gen-2025 Loffa, Maria AdelaideDonato, Angelo J.Mazzarino, Pietro RandoMacii, EnricoOsello, AnnaDel Giudice, MatteoPatti, EdoardoBottaccioli, Lorenzo EEEIC_2025_Loffa_RL_PCMA.pdf; A_BIMtoBEM_Framework_for_Building_Retrofit_and_HVAC_Smart_Control_Assessment.pdf
A LIF-based Legendre Memory Unit as neuromorphic State Space Model benchmarked on a second-long spatio-temporal task / Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio. - (2025), pp. 1-9. ( IEEE Neuro-Inspired Computational Elements Conference, NICE 2025 Heidelberg (DE) 2025) [10.1109/nice65350.2025.11065250]. 1-gen-2025 Leto, BenedettoUrgese, GianvitoMacii, EnricoFra, Vittorio A_LIF-based_Legendre_Memory_Unit_as_neuromorphic_State_Space_Model_benchmarked_on_a_second-long_spatio-temporal_task.pdf
A scalable and flexible solution to evaluate the effects of the integration of photovoltaic distributed generation systems within the electrical grid / Massano, Marco; Domingo, Carlos Mateo; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - 43:(2025). [10.1016/j.segan.2025.101732] 1-gen-2025 Massano, MarcoMacii, EnricoPatti, EdoardoBottaccioli, Lorenzo + 1-s2.0-S2352467725001146-main.pdf
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices / Daghero, Francesco; Burrello, Alessio; Poncino, Massimo; Macii, Enrico; Jahier Pagliari, Daniele. - 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
Adaptive Client Participation in Budget-Constrained Federated Learning with Extreme Label Skew / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (2025), pp. 15-19. ( 2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS) Paris (FRA) 22-25 June 2025) [10.1109/newcas64648.2025.11107023]. 1-gen-2025 Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico NEWCAS_2025___Camera_Ready___Deadline_2_Maggio.pdf; Adaptive_Client_Participation_in_Budget-Constrained_Federated_Learning_with_Extreme_Label_Skew.pdf
Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement / Alamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara. - 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, Matteo; Goffi, Alessia; Motetti, BEATRICE ALESSANDRA; Burrello, Alessio; Baptiste Bove, Jean; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele; Maffeis, Giuseppe. - 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, Giovanni; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Vinco, Sara; Pagliari, Daniele Jahier. - (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
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles / Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - ELETTRONICO. - 6:8(2025), pp. 2061-2072. [10.1109/TAI.2025.3536428] 1-gen-2025 Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese IEEE_TAI_SNN_CSOP.pdf; Efficient_Solution_Validation_of_Constraint_Satisfaction_Problems_on_Neuromorphic_Hardware_The_Case_of_Sudoku_Puzzles.pdf
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation / Benfenati, Luca; Belloni, Sofia; Burrello, Alessio; Kasnesis, Panagiotis; Wang, Xiaying; Benini, Luca; Poncino, Massimo; Macii, Enrico; Pagliari, Daniele Jahier. - 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