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.pdfAutomatic_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.pdfCommunication-Efficient_Federated_Learning_With_Gradual_Layer_Freezing.pdf
Concurrent Pipeline Stages Optimization for Embedded Keyword Spotting / Zema, Giacomo; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (2023), pp. 0427-0433. (Intervento presentato al convegno World AI IoT Congress tenutosi a Seattle, WA (USA) nel 07-10 June 2023) [10.1109/AIIoT58121.2023.10174531]. 1-gen-2023 Zema, GiacomoPeluso, ValentinoCalimera, AndreaMacii, Enrico Concurrent_Pipeline_Stages_Optimization_for_Embedded_Keyword_Spotting.pdf
Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (2023), pp. 1-6. (Intervento presentato al convegno International Symposium on Low Power Electronics and Design tenutosi a Vienna (AUT) nel 07-08 August 2023) [10.1109/ISLPED58423.2023.10244398]. 1-gen-2023 Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico ISLPED2023_cameraReady.pdfEnabling_DVFS_Side-Channel_Attacks_for_Neural_Network_Fingerprinting_in_Edge_Inference_Services.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.pdfEnergy-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.pdfMonocular_Depth_Perception_on_Microcontrollers_for_Edge_Applications.pdf
On the Efficiency of AdapTTA: An Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets / Mocerino, L; Rizzo, Rg; Peluso, V; Calimera, A; Macii, E (IFIP ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY). - In: VLSI-SoC: Technology Advancement on SoC Design / Grimblatt V., Hong Chang C., Reis R., Chattopadhyay A., Calimera A.. - Cham, Switzerland : SPRINGER INTERNATIONAL PUBLISHING AG, 2022. - ISBN 978-3-031-16817-8. - pp. 1-23 [10.1007/978-3-031-16818-5_1] 1-gen-2022 Mocerino, LRizzo, RGPeluso, VCalimera, AMacii, E AdapTTA___Book_Chapter_for_paper_53_revised_1.pdf
AdapTTA: Adaptive Test-Time Augmentation for Reliable Embedded ConvNets / Mocerino, Luca; Rizzo, Roberto G.; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (2021), pp. 1-6. (Intervento presentato al convegno International Conference on Very Large Scale Integration (VLSI-SoC) nel 4-7 Oct. 2021) [10.1109/VLSI-SoC53125.2021.9606980]. 1-gen-2021 Mocerino, LucaRizzo, Roberto G.Peluso, ValentinoCalimera, AndreaMacii, Enrico Adaptive_Test_time_Augmentation____VLSI_SoC2021.pdfAdapTTA_Adaptive_Test-Time_Augmentation_for_Reliable_Embedded_ConvNets.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.pdf09170585.pdf
EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets / Grimaldi, Matteo; Peluso, Valentino; Calimera, Andrea. - ELETTRONICO. - (2020), pp. 233-237. (Intervento presentato al convegno IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)) [10.1109/AICAS48895.2020.9073979]. 1-gen-2020 Grimaldi, MatteoPeluso, ValentinoCalimera, Andrea PID6298707.pdf09073979.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
Enabling monocular depth perception at the very edge / Peluso, V.; Cipolletta, A.; Calimera, A.; Poggi, M.; Tosi, F.; Aleotti, F.; Mattoccia, S.. - 2020:(2020), pp. 1581-1583. (Intervento presentato al convegno 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020 tenutosi a usa nel 2020) [10.1109/CVPRW50498.2020.00204]. 1-gen-2020 Peluso V.Cipolletta A.Calimera A.Aleotti F.Mattoccia S. + 09150972.pdfLPVCV_2020_postprint_iris.pdf
Optimization Tools for ConvNets on the Edge / Peluso, Valentino. - (2020 Sep 03), pp. 1-158. 3-set-2020 PELUSO, VALENTINO conv_phd_thesis___final_submission.pdfconv_sintesi.pdf
Optimization Tools for ConvNets on the Edge / Peluso, V.; Macii, E.; Calimera, A.. - ELETTRONICO. - (2020), pp. 204-205. (Intervento presentato al convegno 28th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SOC 2020 tenutosi a Salt Lake City, UT, USA nel 2020) [10.1109/VLSI-SOC46417.2020.9344075]. 1-gen-2020 Peluso V.MacIi E.Calimera A. Optimization_Tools_for_ConvNets_on_the_Edge.pdf
Arbitrary-Precision Convolutional Neural Networks on Low-Power IoT Processors / Peluso, V.; Grimaldi, M.; Calimera, A.. - 2019-:(2019), pp. 142-147. (Intervento presentato al convegno 27th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2019 tenutosi a per nel 2019) [10.1109/VLSI-SoC.2019.8920341]. 1-gen-2019 Peluso V.Grimaldi M.Calimera A. 8920341.pdfmain.pdf
Enabling Energy-Efficient Unsupervised Monocular Depth Estimation on ARMv7-Based Platforms / Peluso, V.; Cipolletta, Antonio; Calimera, A.; Poggi, M.; Tosi, F.; Mattoccia, S.. - (2019), pp. 1703-1708. (Intervento presentato al convegno 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019 tenutosi a Firenze Fiera, ita nel 2019) [10.23919/DATE.2019.8714893]. 1-gen-2019 Peluso V.CIPOLLETTA, ANTONIOCalimera A. + -
Energy-Accuracy Scalable Deep Convolutional Neural Networks: A Pareto Analysis / Peluso, V.; Calimera, A. (IFIP ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY). - In: VLSI-SoC: Design and Engineering of Electronics Systems Based on New Computing ParadigmsSTAMPA. - [s.l] : Springer, 2019. - ISBN 978-3-030-23424-9. - pp. 107-127 [10.1007/978-3-030-23425-6_6] 1-gen-2019 Peluso V.Calimera A. -
Energy-Driven Precision Scaling for Fixed-Point ConvNets / Peluso, V.; Calimera, A.. - 2018-:(2019), pp. 113-118. (Intervento presentato al convegno 26th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2018 tenutosi a ita nel 2018) [10.1109/VLSI-SoC.2018.8644902]. 1-gen-2019 Peluso V.Calimera A. -
Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets / Peluso, V.; Rizzo, R. G.; Cipolletta, A.; Calimera, A.. - (2019), pp. 454-459. (Intervento presentato al convegno 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019 tenutosi a esp nel 2019) [10.1109/SNAMS.2019.8931889]. 1-gen-2019 Peluso V.Rizzo R. G.Cipolletta A.Calimera A. SNAMS19.pdf08931889_snam.pdf
Integer ConvNets on embedded CPUs: Tools and performance assessment on the cortex-A cores / Peluso, V.; Cipolletta, A.; Vaiana, F.; Calimera, A.. - (2019), pp. 598-601. (Intervento presentato al convegno 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019 tenutosi a ita nel 2019) [10.1109/ICECS46596.2019.8965168]. 1-gen-2019 Peluso V.Cipolletta A.Vaiana F.Calimera A. icecs19.pdfICECS19.pdf