Archivio Istituzionale della RicercaPELUSO, VALENTINO
PELUSO, VALENTINO
Dipartimento di Automatica e Informatica
032364
Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning
2024 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo
Communication-Efficient Federated Learning with Gradual Layer Freezing
2023 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs
2022 Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
Monocular Depth Perception on Microcontrollers for Edge Applications
2022 Peluso, Valentino; Cipolletta, Antonio; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
TVFS: Topology Voltage Frequency Scaling for Reliable Embedded ConvNets
2021 Rizzo, Roberto Giorgio; Peluso, Valentino; Calimera, Andrea
Efficacy of topology scaling for temperature and latency constrained embedded convnets
2020 Peluso, V.; Rizzo, R. G.; Calimera, A.
Optimality Assessment of Memory-Bounded ConvNets Deployed on Resource-Constrained RISC Cores
2019 Grimaldi, Matteo; Peluso, Valentino; Calimera, Andrea
Performance Profiling of Embedded ConvNets under Thermal-Aware DVFS
2019 Peluso, Valentino; Rizzo, Roberto Giorgio; Calimera, Andrea
| 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 |