CASU, MARIO ROBERTO

CASU, MARIO ROBERTO  

Dipartimento di Elettronica e Telecomunicazioni  

009768  

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Brain Stroke Classification via Machine Learning Algorithms Trained with a Linearized Scattering Operator / Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca. - In: DIAGNOSTICS. - ISSN 2075-4418. - ELETTRONICO. - 13:(2023). [10.3390/diagnostics13010023] 1-gen-2023 Valeria MarianoJorge A. Tobon VasquezMario R. CasuFrancesca Vipiana diagnostics-13-00023.pdf
Fast Energy-Optimal Multi-Kernel DNN-like Application Allocation on Multi-FPGA Platforms / Shan, Junnan; Lazarescu, MIHAI TEODOR; Cortadella, Jordi; Lavagno, Luciano; Casu, MARIO ROBERTO. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - ELETTRONICO. - 41:4(2022), pp. 1186-1190. [10.1109/TCAD.2021.3076958] 1-gen-2022 Junnan ShanMihai T LazarescuLuciano LavagnoMario Casu + final.pdfLazarescu-Fastenergy.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.pdf
Physical Contamination Detection in Food Industry Using Microwave and Machine Learning / Darwish, Ali; Ricci, Marco; Zidane, Flora; Tobon Vasquez, Jorge A.; Casu, Mario R.; Lanteri, Jerome; Migliaccio, Claire; Vipiana, Francesca. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 11:19(2022). [10.3390/electronics11193115] 1-gen-2022 Ali DarwishMarco RicciJorge A. Tobon VasquezMario R. CasuFrancesca Vipiana + electronics-11-03115.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
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
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
System and method for spatially detecting any foreign bodies within a product on the basis of dielectric characteristics of said product / Vipiana, Francesca; Turvani, Giovanna; Casu, Mario Roberto; Tobon Vasquez, Jorge Alberto; Ricci, Marco. - (2021). 1-gen-2021 Vipiana, FrancescaTurvani, GiovannaCasu, Mario RobertoTobon Vasquez, Jorge AlbertoRicci, Marco WO2021181328A1.pdf
CNN-on-AWS: Efficient Allocation of Multi-Kernel Applications on Multi-FPGA Platforms / Shan, Junnan; Lazarescu, Mihai T.; Cortadella, Jordi; Lavagno, Luciano; Casu, Mario R.. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - ELETTRONICO. - 40:2(2021), pp. 301-314. [10.1109/TCAD.2020.2994256] 1-gen-2021 Shan, JunnanLazarescu, Mihai T.Lavagno, LucianoCasu, Mario R. + report.pdf09091518.pdf
FPGA Acceleration of 3D FDTD for Multi-Antennas Microwave Imaging Using HLS / Mansoori, Mohammad Amir; Lu, Pan; Casu, Mario R.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 122696-122711. [10.1109/ACCESS.2021.3109491] 1-gen-2021 Mansoori, Mohammad AmirCasu, Mario R. + published_paper.pdf
High-Level Annotation of Routing Congestion for Xilinx Vivado HLS Designs / BIN TARIQ, Osama; Shan, Junnan; Floros, Georgios; Sotiriou, Christos P.; Casu, Mario R.; Lazarescu, MIHAI TEODOR; Lavagno, Luciano. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 54286-54297. [10.1109/ACCESS.2021.3067453] 1-gen-2021 Osama Bin TariqJunnan ShanMario R. CasuMihai Teodor LazarescuLuciano Lavagno + 09381853.pdf
Machine-Learning Based Microwave Sensing: A Case Study for the Food Industry / Ricci, M.; Stitic, B.; Urbinati, L.; Di Guglielmo, G.; Tobon Vasquez, J. A.; Carloni, L. P.; Vipiana, F.; Casu, M. R.. - In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS. - ISSN 2156-3357. - STAMPA. - 11:3(2021), pp. 503-514. [10.1109/JETCAS.2021.3097699] 1-gen-2021 Ricci M.Urbinati L.Tobon Vasquez J. A.Vipiana F.Casu M. R. + published_paper.pdfMachine-Learning_Based_Microwave_Sensing_A_Case_Study_for_the_Food_Industry.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
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
Experimental Validation of a Microwave System for Brain Stroke 3-D Imaging / David, Rodriguez-Duarte; Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Cavagnaro, Marta; Casu, Mario R.; Crocco, Lorenzo; Vipiana, Francesca. - In: DIAGNOSTICS. - ISSN 2075-4418. - ELETTRONICO. - 11:7(2021), p. 1232. [10.3390/diagnostics11071232] 1-gen-2021 David Rodriguez-DuarteJorge A. Tobon VasquezGiovanna TurvaniMario R. CasuFrancesca Vipiana + Rodriguez-Experimental.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
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
Noninvasive Inline Food Inspection via Microwave Imaging Technology: An Application Example in the Food Industry / Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Ricci, Marco; Farina, Laura; Litman, Amelie; Casu, Mario R.; Crocco, Lorenzo; Vipiana, Francesca. - In: IEEE ANTENNAS & PROPAGATION MAGAZINE. - ISSN 1045-9243. - 62:5(2020), pp. 18-32. [10.1109/MAP.2020.3012898] 1-gen-2020 Tobon Vasquez, Jorge A.Turvani, GiovannaRicci, MarcoFarina, LauraCasu, Mario R.Vipiana, Francesca + 09178415.pdfFINAL VERSION_2.pdf