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
Exploring Spiking Neuron Model behaviours through the Analysis of Parameter Space
In corso di stampa Pignari, Riccardo; Fra, Vittorio; 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
Gradient-Aware Participation for Energy Reduction in Federated Learning with Extreme Label Skew
In corso di stampa Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA
In corso di stampa Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Neuromorphic Human Activity Recognition through LIF-based neurons
In corso di stampa Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Positioning and tracking enhancement through a spiking Legendre memory unit
In corso di stampa Tilocca, Salvatore; Fra, Vittorio; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito
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
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
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
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
Neu-BrAuER: a neuromorphic Braille letters audio-reader for commercial edge devices
2025 Fra, Vittorio; Pignata, Andrea; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito
Physics-Informed vs. Deep Learning: Indoor Temperature Prediction with Different Data Availability
2025 Loffa, Maria Adelaide; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo
Privacy-Preserving Federated Learning for Household Characteristic Identification
2025 Malan, Erich; De Vizia, Claudia; Castangia, Marco; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks
2024 Pignata, Andrea; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
An AI-Enabled Framework for Smart Semiconductor Manufacturing
2024 Alamin, KHALED SIDAHMED SIDAHMED; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; Depaoli, Fabio; DI CATALDO, Santa; Fummi, Franco; Gaiardelli, Sebastiano; Lora, Michele; Macii, Enrico; Mascolini, Alessio; Pagano, Daniele; Ponzio, Francesco; Antonio Susto, Gian; Vinco, Sara
Draft & Refine: Efficient Resource Management in Federated Learning under Pathological Labels Skew
2024 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
| 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). (Intervento presentato al convegno Brain-inspired computing workshop tenutosi a Modena nel 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). (Intervento presentato al convegno ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop tenutosi a Vilnius nel 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). (Intervento presentato al convegno 33th Italian Workshop on Neural Networks tenutosi a Vietri sul Mare nel 4th-6th June 2025). | In corso di stampa | Depaoli, FabioHosseini, Seyed Mohammad MehdiMacii, EnricoPonzio, FrancescoDi Cataldo, Santa | - |
| Gradient-Aware Participation for Energy Reduction in Federated Learning with Extreme Label Skew / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (In corso di stampa). (Intervento presentato al convegno International Joint Conference on Neural Networks (IJCNN) tenutosi a Rome (ITA) nel June 30-July 5, 2025). | In corso di stampa | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico | IJCNN_2025___Camera_Ready___Deadline_1_Maggio.pdf |
| 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). (Intervento presentato al convegno ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop tenutosi a Vilnius (Lituania) nel 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). (Intervento presentato al convegno Brain-inspired computing workshop tenutosi a Modena nel 8-9.06.2023). | In corso di stampa | Fra VittorioMacii EnricoUrgese Gianvito | - |
| Positioning and tracking enhancement through a spiking Legendre memory unit / Tilocca, Salvatore; Fra, Vittorio; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito. - In: IFAC PAPERSONLINE. - ISSN 2405-8971. - ELETTRONICO. - IFAC-PapersOnline:(In corso di stampa). (Intervento presentato al convegno 7th IFAC Conference on Intelligent Control and Automation Sciences (ICONS 2025) tenutosi a Padova nel 15-18 September 2025). | In corso di stampa | Salvatore TiloccaVittorio FraAndrea PignataEnrico MaciiGianvito Urgese | - |
| 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. (Intervento presentato al convegno 25th EEEIC International Conference on Environment and Electrical Engineering (EEEIC) tenutosi a Chania, Crete (GR) nel 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 |
| 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. (Intervento presentato al convegno 24nd International Conference, SAMOS 2024 tenutosi a Samos (GRC) nel 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. (Intervento presentato al convegno 2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS) tenutosi a Paris (FRA) nel 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 |
| 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). (Intervento presentato al convegno International Conference on Image Processing, Applications and Systems (IPAS) tenutosi a Lyon (FRA) nel 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. (Intervento presentato al convegno Design, Automation and Test in Europe Conference and Exhibition tenutosi a Lyon (FRA) nel 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, Luca; Belloni, Sofia; Burrello, Alessio; Kasnesis, Panagiotis; Wang, Xiaying; Benini, Luca; Poncino, Massimo; Macii, Enrico; Pagliari, Daniele Jahier. - ELETTRONICO. - (2025), pp. 1-5. (Intervento presentato al convegno 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS) tenutosi a Bordeaux (FRA) nel 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 |
| MEbots: Integrating a RISC-V Virtual Platform with a Robotic Simulator for Energy-aware Design / 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. - (2025). (Intervento presentato al convegno ISLPED 2025 IEEE/ACM International Symposium on Low Power Electronics and Design tenutosi a Reykjavik (ISL) nel August 6 - 8, 2025). | 1-gen-2025 | Giovanni PolloMohamed Amine HamdiMatteo RissoLorenzo RuotoloAlessio BurrelloEnrico MaciiMassimo PoncinoDaniele Jahier PagliariSara Vinco + | 2505.16682v1.pdf |
| Neu-BrAuER: a neuromorphic Braille letters audio-reader for commercial edge devices / Fra, Vittorio; Pignata, Andrea; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - 2137:(2025), pp. 51-60. (Intervento presentato al convegno ECML PKDD 2023 - "Deep learning meets neuromorphic hardware" workshop tenutosi a Torino nel 18-22.09.2023) [10.1007/978-3-031-74643-7_5]. | 1-gen-2025 | Fra VittorioPignata AndreaPignari RiccardoMacii EnricoUrgese Gianvito | 629695_1_En_5_Chapter.pdf |
| Physics-Informed vs. Deep Learning: Indoor Temperature Prediction with Different Data Availability / Loffa, Maria Adelaide; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo. - (2025), pp. 742-750. (Intervento presentato al convegno 16th ACM International Conference on Future and Sustainable Energy Systems (E-Energy '25) tenutosi a Rotterdam (NL) nel 17-20 June 2025) [10.1145/3679240.3734642]. | 1-gen-2025 | Loffa, Maria AdelaideMacii, EnricoPatti, EdoardoBottaccioli, Lorenzo | 3679240.3734642.pdf |
| Privacy-Preserving Federated Learning for Household Characteristic Identification / Malan, Erich; De Vizia, Claudia; Castangia, Marco; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (2025), pp. 2040-2045. (Intervento presentato al convegno 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC) tenutosi a Toronto ON (CAN) nel 08-11 July 2025) [10.1109/compsac65507.2025.00285]. | 1-gen-2025 | Malan, ErichDe Vizia, ClaudiaCastangia, MarcoPeluso, ValentinoCalimera, AndreaMacii, Enrico | 2025179413 1.pdf; Privacy-Preserving_Federated_Learning_for_Household_Characteristic_Identification.pdf |
| A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks / Pignata, Andrea; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2024). (Intervento presentato al convegno 18th IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (IT) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740423]. | 1-gen-2024 | Pignata,AndreaFra, VittorioMacii, EnricoUrgese, Gianvito | A_Time-synchronized_Framework_for_Bluetooth_Low_Energy_Wireless_Sensor_Networks.pdf |
| An AI-Enabled Framework for Smart Semiconductor Manufacturing / Alamin, KHALED SIDAHMED SIDAHMED; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; Depaoli, Fabio; DI CATALDO, Santa; Fummi, Franco; Gaiardelli, Sebastiano; Lora, Michele; Macii, Enrico; Mascolini, Alessio; Pagano, Daniele; Ponzio, Francesco; Antonio Susto, Gian; Vinco, Sara. - ELETTRONICO. - (2024). (Intervento presentato al convegno Design, Automation and Test in Europe Conference (DATE 2024) tenutosi a Valencia (Spain) nel 25 - 27 March 2024). | 1-gen-2024 | Khaled Sidahmed Sidahmed AlaminFabio DepaoliSanta Di CataldoEnrico MaciiAlessio MascoliniFrancesco PonzioSara Vinco + | 2023_DATE_MPPj_SMART_IC (3).pdf; An_AI-Enabled_Framework_for_Smart_Semiconductor_Manufacturing.pdf |
| Draft & Refine: Efficient Resource Management in Federated Learning under Pathological Labels Skew / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (2024), pp. 1-4. (Intervento presentato al convegno International Conference on Electronics Circuits and Systems (ICECS) 2024 tenutosi a Nancy (FRA) nel 18-20 November 2024) [10.1109/ICECS61496.2024.10849333]. | 1-gen-2024 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico | Draft_amp_Refine_Efficient_Resource_Management_in_Federated_Learning_under_Pathological_Labels_Skew.pdf |