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PELUSO, VALENTINO

PELUSO, VALENTINO  

Dipartimento di Automatica e Informatica  

032364  

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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
Communication-Efficient Federated Learning with Gradual Layer Freezing / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE EMBEDDED SYSTEMS LETTERS. - ISSN 1943-0663. - 15:1(2023), pp. 25-28. [10.1109/LES.2022.3190682] 1-gen-2023 Erich MalanValentino PelusoAndrea CalimeraEnrico Macii main.pdf; Communication-Efficient_Federated_Learning_With_Gradual_Layer_Freezing.pdf
Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs / Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 9:1(2022), pp. 25-36. [10.1109/JIOT.2021.3080827] 1-gen-2022 Cipolletta, AntonioPeluso, ValentinoCalimera, AndreaTosi, FabioMattoccia, Stefano + main.pdf; Energy-Quality_Scalable_Monocular_Depth_Estimation_on_Low-Power_CPUs.pdf
Monocular Depth Perception on Microcontrollers for Edge Applications / Peluso, Valentino; Cipolletta, Antonio; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. - ISSN 1051-8215. - 32:3(2022), pp. 1524-1536. [10.1109/TCSVT.2021.3077395] 1-gen-2022 Peluso, ValentinoCipolletta, AntonioCalimera, AndreaTosi, FabioMattoccia, Stefano + main_iris.pdf; Monocular_Depth_Perception_on_Microcontrollers_for_Edge_Applications.pdf
TVFS: Topology Voltage Frequency Scaling for Reliable Embedded ConvNets / Rizzo, Roberto Giorgio; Peluso, Valentino; Calimera, Andrea. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - 68:2(2021), pp. 672-676. [10.1109/TCSII.2020.3017538] 1-gen-2021 Rizzo, Roberto GiorgioPeluso, ValentinoCalimera, Andrea FINAL VERSION.pdf; 09170585.pdf
Efficacy of topology scaling for temperature and latency constrained embedded convnets / Peluso, V.; Rizzo, R. G.; Calimera, A.. - In: JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS. - ISSN 2079-9268. - 10:1(2020), p. 10. [10.3390/jlpea10010010] 1-gen-2020 Peluso V.Rizzo R. G.Calimera A. jlpea-10-00010-v2 (1).pdf
Optimality Assessment of Memory-Bounded ConvNets Deployed on Resource-Constrained RISC Cores / Grimaldi, Matteo; Peluso, Valentino; Calimera, Andrea. - In: IEEE ACCESS. - ISSN 2169-3536. - (2019), pp. 1-13. [10.1109/ACCESS.2019.2948577] 1-gen-2019 Grimaldi, MatteoPeluso, ValentinoCalimera, Andrea 08877713.pdf
Performance Profiling of Embedded ConvNets under Thermal-Aware DVFS / Peluso, Valentino; Rizzo, Roberto Giorgio; Calimera, Andrea. - In: ELECTRONICS. - ISSN 2079-9292. - 8:12(2019), p. 1423. [10.3390/electronics8121423] 1-gen-2019 Peluso, ValentinoRizzo, Roberto GiorgioCalimera, Andrea electronics-08-01423.pdf