Archivio Istituzionale della RicercaMONTUSCHI, PAOLO
MONTUSCHI, PAOLO
Dipartimento di Automatica e Informatica
001780
Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning
2024 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo
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
Exact and Approximate Squarers for Error-Tolerant Applications
2023 Chen, Ke; Xu, Chenyu; Waris, Haroon; Liu, Weiqiang; Montuschi, Paolo; Lombardi, Fabrizio
Tolerance of Siamese Networks (SNs) to Memory Errors: Analysis and Design
2023 Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Reviriego, Pedro; Montuschi, Paolo; Lombardi, Fabrizio
A Self-Learning Strategy for Task Offloading in UAV Networks
2022 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo
Comparing algorithms for aggressive driving event detection based on vehicle motion data
2022 Gatteschi, Valentina; Cannavò, Alberto; Lamberti, Fabrizio; Morra, Lia; Montuschi, Paolo
Computer Arithmetic: Continuing a Long and Steady Emergence
2022 Montuschi, P; Muller, Jm; de Dinechin, F
Design of Unsigned Approximate Hybrid Dividers based on Restoring Array and Logarithmic Dividers
2022 Liu, Weiqiang; Xu, Tao; Li, Jing; Wang, Chenghua; Montuschi, Paolo; Lombardi, Fabrizio
TETC's January 2022 Editor-in-Chief’s Report on the State of the Journal
2022 Montuschi, Paolo
Comparing state-of-the-art and emerging augmented reality interfaces for autonomous vehicle-to-pedestrian communication
2021 Pratticò, Filippo Gabriele; Lamberti, Fabrizio; Cannavò, Alberto; Morra, Lia; Montuschi, Paolo
Computer Security at the Forefront of Emerging Topics in Computing
2021 Schaumont, Patrick; Montuschi, Paolo
Design and Analysis of Majority Logic Based Approximate Adders and Multipliers
2021 Liu, Weiqiang; Zhang, Tingting; Mclarnon, Emma; O’Neill, Maire; Montuschi, Paolo; Lombardi, Fabrizio
Editorial from the New Editor in Chief
2021 Montuschi, Paolo
Less-is-Better Protection (LBP) for Memory Errors in kNNs Classifiers
2021 Liu, Shanshan; Reviriego, Pedro; Montuschi, Paolo; Lombardi, Fabrizio
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning
2021 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo
Error-Tolerant Computation for Voting Classifiers with Multiple Classes
2020 Liu, Shanshan; Reviriego, Pedro; Montuschi, Paolo; Lombardi, Fabrizio
Is immersive virtual reality the ultimate interface for 3D animators?
2020 Lamberti, Fabrizio; Cannavo', Alberto; Montuschi, Paolo
Modeling and Simulation of Cyber-Physical Electrical Energy Systems with SystemC-AMS
2020 Chen, Yukai; Vinco, Sara; JAHIER PAGLIARI, Daniele; Montuschi, Paolo; Macii, Enrico; Poncino, Massimo
Robust robot tracking for next-generation collaborative robotics-based gaming environments
2020 Piumatti, Giovanni; Lamberti, Fabrizio; Sanna, Andrea; Montuschi, Paolo
Security in Approximate Computing and Approximate Computing for Security: Challenges and Opportunities
2020 Liu, Weiqiang; Gu, Chongyan; O'Neill, Maire; Qu, Gang; Montuschi, Paolo; Lombardi, Fabrizio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:4(2024), pp. 6072-6083. [10.1109/JIOT.2023.3309691] | 1-gen-2024 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, EnricoMontuschi, Paolo | Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf; Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf |
| Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes / Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; JAHIER PAGLIARI, Daniele. - 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 |
| Exact and Approximate Squarers for Error-Tolerant Applications / Chen, Ke; Xu, Chenyu; Waris, Haroon; Liu, Weiqiang; Montuschi, Paolo; Lombardi, Fabrizio. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 72:7(2023), pp. 2120-2126. [10.1109/TC.2022.3228592] | 1-gen-2023 | Montuschi Paolo + | Exact and Approximate Squarers for Error-T olerant Applications accepted version.pdf; Exact_and_Approximate_Squarers_for_Error-Tolerant_Applications.pdf |
| Tolerance of Siamese Networks (SNs) to Memory Errors: Analysis and Design / Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Reviriego, Pedro; Montuschi, Paolo; Lombardi, Fabrizio. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 72:4(2023), pp. 1136-1149. [10.1109/TC.2022.3186628] | 1-gen-2023 | Paolo Montuschi + | accepted paper_.pdf; Tolerance_of_Siamese_Networks_SNs_to_Memory_Errors_Analysis_and_Design.pdf |
| A Self-Learning Strategy for Task Offloading in UAV Networks / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 1939-9359. - ELETTRONICO. - 71:4(2022), pp. 4301-4311. [10.1109/TVT.2022.3144654] | 1-gen-2022 | Alessio SaccoGuido MarchettoPaolo Montuschi + | FINAL VERSION.pdf; A_Self-Learning_Strategy_for_Task_Offloading_in_UAV_Networks.pdf |
| Comparing algorithms for aggressive driving event detection based on vehicle motion data / Gatteschi, Valentina; Cannavò, Alberto; Lamberti, Fabrizio; Morra, Lia; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 0018-9545. - STAMPA. - 71:1(2022), pp. 53-68. [10.1109/TVT.2021.3122197] | 1-gen-2022 | Gatteschi, ValentinaCannavò, AlbertoLamberti, FabrizioMorra, LiaMontuschi, Paolo | final_manuscript.pdf; Comparing_Algorithms_for_Aggressive_Driving_Event_Detection_Based_on_Vehicle_Motion_Data.pdf |
| Computer Arithmetic: Continuing a Long and Steady Emergence / Montuschi, P; Muller, Jm; de Dinechin, F. - In: COMPUTER. - ISSN 0018-9162. - ELETTRONICO. - 55:10(2022), pp. 4-6. [10.1109/MC.2022.3193206] | 1-gen-2022 | Montuschi, P + | Computer_Arithmetic_Continuing_a_Long_and_Steady_Emergence.pdf; 2022-spotlight_06.pdf |
| Design of Unsigned Approximate Hybrid Dividers based on Restoring Array and Logarithmic Dividers / Liu, Weiqiang; Xu, Tao; Li, Jing; Wang, Chenghua; Montuschi, Paolo; Lombardi, Fabrizio. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 10:1(2022), pp. 339-350. [10.1109/TETC.2020.3022290] | 1-gen-2022 | Montuschi, Paolo + | Final-TETC AXHD.pdf; Design_of_Unsigned_Approximate_Hybrid_Dividers_Based_on_Restoring_Array_and_Logarithmic_Dividers.pdf |
| TETC's January 2022 Editor-in-Chief’s Report on the State of the Journal / Montuschi, Paolo. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 10:1(2022), pp. 4-5. [10.1109/TETC.2022.3145254] | 1-gen-2022 | Montuschi, Paolo | TETCs_January_2022_Editor-in-Chiefs_Report_on_the_State_of_the_Journal.pdf |
| Comparing state-of-the-art and emerging augmented reality interfaces for autonomous vehicle-to-pedestrian communication / Pratticò, Filippo Gabriele; Lamberti, Fabrizio; Cannavò, Alberto; Morra, Lia; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 0018-9545. - STAMPA. - 70:2(2021), pp. 1157-1168. [10.1109/TVT.2021.3054312] | 1-gen-2021 | Pratticò, Filippo GabrieleLamberti, FabrizioCannavò, AlbertoMorra, LiaMontuschi, Paolo | manuscript_final.pdf; 09335478.pdf |
| Computer Security at the Forefront of Emerging Topics in Computing / Schaumont, Patrick; Montuschi, Paolo. - In: COMPUTER. - ISSN 0018-9162. - ELETTRONICO. - 54:9(2021), pp. 4-5. [10.1109/MC.2021.3084474] | 1-gen-2021 | Montuschi, Paolo + | Computer_Security_at_the_Forefront_of_Emerging_Topics_in_Computing.pdf |
| Design and Analysis of Majority Logic Based Approximate Adders and Multipliers / Liu, Weiqiang; Zhang, Tingting; Mclarnon, Emma; O’Neill, Maire; Montuschi, Paolo; Lombardi, Fabrizio. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 9:3(2021), pp. 1609-1624. [10.1109/TETC.2019.2929100] | 1-gen-2021 | Montuschi, Paolo + | TETC_March 27.pdf; Design_and_Analysis_of_Majority_Logic-Based_Approximate_Adders_and_Multipliers.pdf |
| Editorial from the New Editor in Chief / Montuschi, Paolo. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 9:1(2021), pp. 4-4. [10.1109/TETC.2021.3057410] | 1-gen-2021 | Montuschi, Paolo | 09372372.pdf |
| Less-is-Better Protection (LBP) for Memory Errors in kNNs Classifiers / Liu, Shanshan; Reviriego, Pedro; Montuschi, Paolo; Lombardi, Fabrizio. - In: FUTURE GENERATION COMPUTER SYSTEMS. - ISSN 0167-739X. - ELETTRONICO. - 117:4(2021), pp. 401-411. [10.1016/j.future.2020.12.015] | 1-gen-2021 | Montuschi, Paolo + | FGCS_accepted.pdf; 1-s2.0-S0167739X20330776-main.pdf |
| Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 0018-9545. - ELETTRONICO. - 70:5(2021), pp. 5003-5015. [10.1109/TVT.2021.3074304] | 1-gen-2021 | Alessio SaccoGuido MarchettoPaolo Montuschi + | 09409695.pdf; FINAL VERSION.pdf |
| Error-Tolerant Computation for Voting Classifiers with Multiple Classes / Liu, Shanshan; Reviriego, Pedro; Montuschi, Paolo; Lombardi, Fabrizio. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 0018-9545. - ELETTRONICO. - 69:11(2020), pp. 13718-13727. [10.1109/TVT.2020.3025739] | 1-gen-2020 | Montuschi, Paolo + | 09201471.pdf; FINAL VERSION tvt.pdf |
| Is immersive virtual reality the ultimate interface for 3D animators? / Lamberti, Fabrizio; Cannavo', Alberto; Montuschi, Paolo. - In: COMPUTER. - ISSN 0018-9162. - STAMPA. - 53:4(2020), pp. 36-45. [10.1109/MC.2019.2908871] | 1-gen-2020 | Fabrizio LambertiAlberto CannavòPaolo Montuschi | manuscript_revised.pdf; 09063224.pdf |
| Modeling and Simulation of Cyber-Physical Electrical Energy Systems with SystemC-AMS / Chen, Yukai; Vinco, Sara; JAHIER PAGLIARI, Daniele; Montuschi, Paolo; Macii, Enrico; Poncino, Massimo. - In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING. - ISSN 2377-3782. - ELETTRONICO. - 5:4(2020), pp. 552-567. [10.1109/TSUSC.2020.2973900] | 1-gen-2020 | Yukai ChenSara VincoDaniele Jahier PagliariPaolo MontuschiEnrico MaciiMassimo Poncino | main.pdf; 08999635.pdf |
| Robust robot tracking for next-generation collaborative robotics-based gaming environments / Piumatti, Giovanni; Lamberti, Fabrizio; Sanna, Andrea; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - STAMPA. - 8:3(2020), pp. 869-882. [10.1109/TETC.2017.2769705] | 1-gen-2020 | PIUMATTI, GIOVANNILAMBERTI, FABRIZIOSANNA, AndreaMONTUSCHI, PAOLO | 08094867.pdf; 08094867.pdf; paper_rev.pdf |
| Security in Approximate Computing and Approximate Computing for Security: Challenges and Opportunities / Liu, Weiqiang; Gu, Chongyan; O'Neill, Maire; Qu, Gang; Montuschi, Paolo; Lombardi, Fabrizio. - In: PROCEEDINGS OF THE IEEE. - ISSN 0018-9219. - ELETTRONICO. - 108:12(2020), pp. 2214-2231. [10.1109/JPROC.2020.3030121] | 1-gen-2020 | Montuschi, Paolo + | 09244148.pdf; Final PIEEE_manuscript.pdf |