CASU, MARIO ROBERTO

CASU, MARIO ROBERTO  

Dipartimento di Elettronica e Telecomunicazioni  

009768  

Mostra records
Risultati 1 - 20 di 104 (tempo di esecuzione: 0.034 secondi).
Citazione Data di pubblicazione Autori File
Accelerating Quantized DNN Layers on RISC-V with a STAR MAC Unit / Manca, Edward; Urbinati, Luca; Casu, Mario R.. - ELETTRONICO. - 1113:(2024), pp. 43-53. (Intervento presentato al convegno 54th Annual Meeting of the Italian Electronics Society tenutosi a Noto (SR), Italia nel September 6-8, 2023) [10.1007/978-3-031-48711-8_6]. 1-gen-2024 Manca, EdwardUrbinati, LucaCasu, Mario R. SIE2023_proc_099_post_print.pdfSIE2023_proc_099_post_print_accepted.pdf
A low-complexity microwave scanner for cerebrovascular diseases monitoring / Rodriguez-Duarte, D. O.; Origlia, C.; Tobon Vasquez, J. A.; Scapaticci, R.; Turvani, G.; Casu, M. R.; Crocco, L.; Vipiana, F.. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 2023 XXXVth URSI General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS) tenutosi a Sapporo, Japan nel August 19 - 26, 2023) [10.23919/URSIGASS57860.2023.10265362]. 1-gen-2023 D. O. Rodriguez-DuarteC. OrigliaJ. A. Tobon VasquezG. TurvaniM. R. CasuF. Vipiana + URSI_GAAS_2023_DR_CO_authorVersion.pdfOriglia-ALow.pdf
A Reconfigurable 2D-Convolution Accelerator for DNNs Quantized with Mixed-Precision / Casu, Mario Roberto; Urbinati, Luca. - ELETTRONICO. - (2023), pp. 210-215. (Intervento presentato al convegno Applepies 2022 tenutosi a Genova nel September 26–27, 2022) [10.1007/978-3-031-30333-3_27]. 1-gen-2023 Casu, Mario RobertoUrbinati, Luca published_paper.pdfaccepted_version.pdf
A Reconfigurable Multiplier/Dot-Product Unit for Precision-Scalable Deep Learning Applications / Urbinati, Luca; Casu, Mario R.. - ELETTRONICO. - 1005:(2023), pp. 9-14. (Intervento presentato al convegno 53rd Annual Meeting of the Italian Electronics Society tenutosi a Pizzo (VV), Italia nel September 7-9, 2022) [10.1007/978-3-031-26066-7_2]. 1-gen-2023 Luca UrbinatiMario R. Casu sie22_urbinati_7699_preprint.pdfUrbinati_and_Casu_2023_A_Reconfigurable_MultiplierDot-Product_Unit_for_Precision-scalable_Deep_Learning_Applications.pdf
Design-Space Exploration of Mixed-precision DNN Accelerators based on Sum-Together Multipliers / Urbinati, Luca; Casu, Mario R.. - ELETTRONICO. - (2023), pp. 377-380. (Intervento presentato al convegno 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) tenutosi a Valencia, Spain nel 18-21 June 2023) [10.1109/PRIME58259.2023.10161835]. 1-gen-2023 Urbinati, LucaCasu, Mario R. published_paper.pdfpost print autore.pdf
Enhanced Machine-Learning Flow for Microwave-Sensing Systems to Detect Contaminants in Food / Štitić, Bernardita; Urbinati, Luca; Di Guglielmo, Giuseppe; Carloni, Luca; Casu, Mario R.. - ELETTRONICO. - (2023), pp. 40-44. (Intervento presentato al convegno 2023 IEEE Conference on AgriFood Electronics (CAFE) tenutosi a Torino, Italy nel 25-27 September 2023) [10.1109/CAFE58535.2023.10291198]. 1-gen-2023 Urbinati, LucaCasu, Mario R. + post-print 2a cafe.pdfpost-print accepted 2 cafe.pdf
In-Line Microwave Nondestructive Evaluation of Packaged Food Products via the Support Vector Machine Algorithm / Darwish, A.; Ricci, M.; Zidane, F.; Tobon Vasquez, J. A.; Casu, M. R.; Lanteri, J.; Migliaccio, C.; Vipiana, F.. - ELETTRONICO. - (2023), pp. 343-344. (Intervento presentato al convegno 2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (USNC-URSI) tenutosi a Portland, OR, USA nel 23-28 July 2023) [10.1109/USNC-URSI52151.2023.10237859]. 1-gen-2023 Darwish A.Ricci M.Tobon Vasquez J. A.Casu M. R.Vipiana F. + n_line_Microwave_Nondestructive_Evaluation_of_Packaged_Food_Products_via_the_Support_Vector_Machine_Algorithm_edited.pdfDarwish_In-Line.pdf
Multi-objective Framework for Training and Hardware Co-optimization in FPGAs / Casu, Mario Roberto; Mansoori, Mohammadamir. - ELETTRONICO. - (2023), pp. 273-278. (Intervento presentato al convegno Applepies 2022 tenutosi a Genova nel September 26–27, 2022) [10.1007/978-3-031-30333-3_36]. 1-gen-2023 Casu, Mario RobertoMansoori, Mohammadamir published_paper.pdfPaper.pdf
Preliminary In-Line Microwave Imaging Experimental Assessment for Food Contamination Monitoring / Ricci, M.; Vasquez, J. A. T.; Scapaticci, R.; Turvani, G.; Casu, M. R.; Crocco, L.; Vipiana, F.. - ELETTRONICO. - (2023), pp. 1-3. (Intervento presentato al convegno 17th European Conference on Antennas and Propagation, EuCAP 2023 tenutosi a Florence, Italy nel 26-31 March 2023) [10.23919/EuCAP57121.2023.10133172]. 1-gen-2023 Ricci M.Turvani G.Casu M. R.Crocco L.Vipiana F. + 1570859835 paper_marco.pdfVipiana-Preliminary.pdf
A Reconfigurable Depth-Wise Convolution Module for Heterogeneously Quantized DNNs / Urbinati, Luca; Casu, Mario R.. - ELETTRONICO. - (2022), pp. 128-132. (Intervento presentato al convegno 2022 IEEE International Symposium on Circuits and Systems (ISCAS) tenutosi a Austin, Texas, USA nel 27 May 2022 - 01 June 2022) [10.1109/ISCAS48785.2022.9937753]. 1-gen-2022 Urbinati, LucaCasu, Mario R. A_Reconfigurable_Depth-Wise_Convolution_Module_for_Heterogeneously_Quantized_DNNs.pdfISCAS_2022_Luca.pdf
Efficient Data Generation for Stroke Classification via Multilayer Perceptron / Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca. - ELETTRONICO. - (2022), pp. 890-891. (Intervento presentato al convegno 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (AP-S/URSI) tenutosi a Denver, Colorado nel 10-15 July 2022) [10.1109/AP-S/USNC-URSI47032.2022.9886434]. 1-gen-2022 Valeria MarianoJorge A. Tobon VasquezMario R. CasuFrancesca Vipiana Efficient_Data_Generation_for_Stroke_Classification_via_Multilayer_Perceptron.pdfPre-printed submitted version.pdf
Efficient Training and Hardware Co-design of Machine Learning Models / Mansoori, Mohammad Amir; Casu, Mario R.. - ELETTRONICO. - 866:(2022), pp. 243-248. (Intervento presentato al convegno International Conference on Applications in Electronics Pervading Industry, Environment and Society (Applepies), 2021 tenutosi a Pisa, Italy nel Sep. 2021) [10.1007/978-3-030-95498-7_34]. 1-gen-2022 Mansoori, Mohammad AmirCasu, Mario R. ApplePies_CameraReady.pdfCasu-EfficientTraining.pdf
HLS-based dataflow hardware architecture for Support Vector Machine in FPGA / Mansoori, Mohammad Amir; Casu, Mario R.. - ELETTRONICO. - (2022), pp. 41-45. (Intervento presentato al convegno 2022 IEEE International Symposium on Circuits and Systems (ISCAS) tenutosi a Austin, Texas, USA nel 27 May 2022 - 01 June 2022) [10.1109/ISCAS48785.2022.9937927]. 1-gen-2022 Mansoori, Mohammad AmirCasu, Mario R. HLS-based_dataflow_hardware_architecture_for_Support_Vector_Machine_in_FPGA.pdfauthors_version.pdf
Microwave imaging device prototype for brain stroke 3D monitoring / Tobon Vasquez, J. A.; Rodriguez-Duarte, D. O.; Origlia, C.; Turvani, G.; Scapaticci, R.; Casu, M. R.; Crocco, L.; Vipiana, F.. - ELETTRONICO. - (2022), pp. 200-202. (Intervento presentato al convegno 2022 International Workshop on Antenna Technology (iWAT) tenutosi a Dublin, Ireland nel 16-18 May 2022) [10.1109/iWAT54881.2022.9810905]. 1-gen-2022 Tobon Vasquez J. A.Rodriguez-Duarte D. O.Origlia C.Turvani G.Casu M. R.Vipiana F. + Tobon_iWAT22.pdfTobon_iWAT22_autore.pdf
Simulation-based Machine Learning Training for Brain Anomalies Localization at Microwaves / Mariano, Valeria; Casu, Mario R.; Vipiana, Francesca. - ELETTRONICO. - (2022). (Intervento presentato al convegno 2022 16th European Conference on Antennas and Propagation (EuCAP) tenutosi a Madrid, Spain nel 27 March-1 April 2022) [10.23919/EuCAP53622.2022.9769504]. 1-gen-2022 Valeria MarianoMario R. CasuFrancesca Vipiana 1570770300 final.pdfDa IEEE Simulation-based_Machine_Learning_Training_for_Brain_Anomalies_Localization_at_Microwaves.pdf
Experimental Imaging Issues of a 3-D Microwave Brain Scanner / Tobon Vasquez, J. A.; Rodriguez-Duarte, D. O.; Scapaticci, R.; Turvani, G.; Bellizzi, G.; Joachimowicz, N.; Duchêne, B.; Casu, M. R.; Crocco, L.; Vipiana, F.. - ELETTRONICO. - (2021). (Intervento presentato al convegno ICEAA-IEEE APWC-USNC URSI RSM 2021 tenutosi a Honolulu, HI, USA nel 9-13 Aug. 2021) [10.1109/ICEAA52647.2021.9539824]. 1-gen-2021 J. A. Tobon VasquezD. O. Rodriguez-DuarteG. TurvaniM. R. CasuF. Vipiana + 408_Paper_2021057585.pdfExperimental_Imaging_Issues_of_a_3-D_Microwave_Brain_Scanner.pdf
Microwave Sensing for Food Safety: a Neural Network Implementation / Ricci, Marco; Vasquez, Jorge Alberto Tobon; Turvani, Giovanna; Sirena, Ivan; Casu, Mario R.; Vipiana, Francesca. - ELETTRONICO. - (2021), pp. 444-447. (Intervento presentato al convegno 2021 IEEE Conference on Antenna Measurements & Applications (CAMA) tenutosi a Antibes Juan-les-Pins, France nel 15-17 Nov. 2021) [10.1109/CAMA49227.2021.9703637]. 1-gen-2021 Ricci, MarcoVasquez, Jorge Alberto TobonTurvani, GiovannaCasu, Mario R.Vipiana, Francesca + Microwave_Sensing_for_Food_Safety_a_Neural_Network_Implementation.pdfCAMA_2021_Ricci-min.pdf
Model-based data generation for support vector machine stroke classification / Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca. - ELETTRONICO. - (2021). (Intervento presentato al convegno 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI) tenutosi a Singapore, Singapore nel 4-10 Dec. 2021) [10.1109/APS/URSI47566.2021.9704125]. 1-gen-2021 Valeria MarianoJorge A. Tobon VasquezMario R. CasuFrancesca Vipiana VALERIA_APS2021.pdfDa IEEE xplore.pdf
Neural Network and Microwave Sensing for Food Contamination Monitoring / Ricci, M.; Casu, M. R.; Vipiana, F.. - ELETTRONICO. - (2021), pp. 1689-1690. (Intervento presentato al convegno 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI) tenutosi a Singapore, Singapore nel 4-10 Dec. 2021) [10.1109/APS/URSI47566.2021.9703879]. 1-gen-2021 Ricci, M.Casu, M. R.Vipiana, F. Neural_Network_and_Microwave_Sensing_for_Food_Contamination_Monitoring.pdfAPS_v5.pdf
A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection / Urbinati, Luca; Ricci, Marco; Turvani, Giovanna; Vasquez, Jorge A. Tobon; Vipiana, Francesca; Casu, Mario R.. - (2020), pp. 1-5. (Intervento presentato al convegno 2020 IEEE International Symposium on Circuits and Systems (ISCAS) tenutosi a Seville nel 10-21 Oct. 2020) [10.1109/ISCAS45731.2020.9181293]. 1-gen-2020 Urbinati, LucaRicci, MarcoTurvani, GiovannaVasquez, Jorge A. TobonVipiana, FrancescaCasu, Mario R. FoodCas2020.pdfRicci-Amachine.pdf