Archivio Istituzionale della RicercaMACII, Enrico
MACII, Enrico
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
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Constraint Satisfaction Problems solution through Spiking Neural Networks with improved reliability: the case of Sudoku puzzles
In corso di stampa Pignari, Riccardo; Fra, Vittorio; Forno, Evelina; Macii, Enrico; Urgese, Gianvito
Fixed Point-Aware Regularization of Physics-Informed Neural Networks
In corso di stampa Depaoli, Fabio; Hosseini, Seyed Mohammad Mehdi; Macii, Enrico; Ponzio, Francesco; Di Cataldo, Santa
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
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning
2026 Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa
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
Exploring Spiking Neuron Model behaviours through the Analysis of Parameter Space
2026 Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning
2026 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA
2026 Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Neuromorphic Human Activity Recognition through LIF-based neurons
2026 Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning
2026 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Runtime Feature Compression for Adaptive Keyword Spotting on Embedded Systems
2026 Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo
The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping
2026 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
The Smart Inertial Device Data from Human Activities dataset
2026 Pignari, Riccardo; Leto, Bendetto; Quer, Stefano; Macii, Enrico; Urgese, Gianvito; Fra, Vittorio
A BIMtoBEM Framework for Building Retrofit and HVAC Smart Control Assessment
2025 Loffa, Maria Adelaide; Donato, Angelo J.; Mazzarino, Pietro Rando; Macii, Enrico; Osello, Anna; Del Giudice, Matteo; Patti, Edoardo; Bottaccioli, Lorenzo
A LIF-based Legendre Memory Unit as neuromorphic State Space Model benchmarked on a second-long spatio-temporal task
2025 Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio
A scalable and flexible solution to evaluate the effects of the integration of photovoltaic distributed generation systems within the electrical grid
2025 Massano, Marco; Domingo, Carlos Mateo; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices
2025 Daghero, Francesco; Burrello, Alessio; Poncino, Massimo; Macii, Enrico; Jahier Pagliari, Daniele
Adaptive Client Participation in Budget-Constrained Federated Learning with Extreme Label Skew
2025 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Constraint Satisfaction Problems solution through Spiking Neural Networks with improved reliability: the case of Sudoku puzzles / Pignari, R., Fra, V., Forno, E., Macii, E., Urgese, G.. - (In corso di stampa). (Brain-inspired computing workshop Modena 8-9.06.2023). | In corso di stampa | Pignari RiccardoFra VittorioForno EvelinaMacii EnricoUrgese Gianvito | - |
| Fixed Point-Aware Regularization of Physics-Informed Neural Networks / Depaoli, F., Hosseini, S.M.M., Macii, E., Ponzio, F., Di Cataldo, S.. - (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 | - |
| 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 |
| Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning / Depaoli, F., Ponzio, F., Macii, E., Di Cataldo, S.. - 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 |
| 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 + | - |
| Exploring Spiking Neuron Model behaviours through the Analysis of Parameter Space / Pignari, R., Fra, V., Macii, E., Urgese, G.. - ELETTRONICO. - 2546:(2026), pp. 111-127. (ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop Vilnius (LT) September 9–13, 2024) [10.1007/978-3-032-25311-8]. | 1-gen-2026 | Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese | ECML_PKDD_2024_Neuron_maps.pdf |
| FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning / Malan, E., Peluso, V., Calimera, A., Macii, E.. - 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 |
| Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA / Barocci, M., Fra, V., Macii, E., Urgese, G.. - ELETTRONICO. - 2560:(2026), pp. 128-143. (ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop Vilnius (Lituania) 09/09/2024 - 14/09/2024) [10.1007/978-3-032-25311-8_10]. | 1-gen-2026 | Barocci, MichelangeloFra, VittorioMacii, EnricoUrgese, Gianvito | ECML-PKDD_2024_Heterogeneous_SoC.pdf; Barocci_SubmittedVersion_ECML24_NMHW.pdf; Barocci_Heterogeneous_2026.pdf |
| Neuromorphic Human Activity Recognition through LIF-based neurons / Fra, V., Macii, E., Urgese, G.. - (2026), pp. 33-37. (Brain-inspired computing workshop Modena 8-9.06.2023) [10.3389/978-2-8325-1234-0]. | 1-gen-2026 | Fra VittorioMacii EnricoUrgese Gianvito | - |
| Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning / Malan, E., Peluso, V., Calimera, A., Macii, E.. - 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 |
| Runtime Feature Compression for Adaptive Keyword Spotting on Embedded Systems / Peluso, V., Calimera, A., Macii, E., Montuschi, P.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - (2026), pp. 1-1. [10.1109/jiot.2026.3676917] | 1-gen-2026 | Peluso, ValentinoCalimera, AndreaMacii, EnricoMontuschi, Paolo | IOTJ_2025___KWS___Final_Files (2).pdf |
| The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping / Urgese, G., Fra, V., Pignata, A., Fanuli, G., Gomez, W.G., Pignari, R., Barocci, M., Leto, B., Tilocca, S., Cassetta, N., Montuschi, P., Macii, E.. - 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, R., Leto, B., Quer, S., Macii, E., Urgese, G., Fra, V.. - 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, M.A., Donato, A.J., Mazzarino, P.R., Macii, E., Osello, A., Del Giudice, M., Patti, E., Bottaccioli, L.. - (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, B., Urgese, G., Macii, E., Fra, V.. - (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, M., Domingo, C.M., Macii, E., Patti, E., Bottaccioli, L.. - 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, 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 |
| Adaptive Client Participation in Budget-Constrained Federated Learning with Extreme Label Skew / Malan, E., Peluso, V., Calimera, A., Macii, E.. - (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, 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 |