Archivio Istituzionale della RicercaCASU, MARIO ROBERTO
CASU, MARIO ROBERTO
Dipartimento di Elettronica e Telecomunicazioni
009768
Brain Stroke Classification via Machine Learning Algorithms Trained with a Linearized Scattering Operator
2023 Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca
Fast Energy-Optimal Multi-Kernel DNN-like Application Allocation on Multi-FPGA Platforms
2022 Shan, Junnan; Lazarescu, MIHAI TEODOR; Cortadella, Jordi; Lavagno, Luciano; Casu, MARIO ROBERTO
Efficient Data Generation for Stroke Classification via Multilayer Perceptron
2022 Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca
Efficient Training and Hardware Co-design of Machine Learning Models
2022 Mansoori, Mohammad Amir; Casu, Mario R.
Physical Contamination Detection in Food Industry Using Microwave and Machine Learning
2022 Darwish, Ali; Ricci, Marco; Zidane, Flora; Tobon Vasquez, Jorge A.; Casu, Mario R.; Lanteri, Jerome; Migliaccio, Claire; Vipiana, Francesca
A Reconfigurable Depth-Wise Convolution Module for Heterogeneously Quantized DNNs
2022 Urbinati, Luca; Casu, Mario R.
HLS-based dataflow hardware architecture for Support Vector Machine in FPGA
2022 Mansoori, Mohammad Amir; Casu, Mario R.
Simulation-based Machine Learning Training for Brain Anomalies Localization at Microwaves
2022 Mariano, Valeria; Casu, Mario R.; Vipiana, Francesca
System and method for spatially detecting any foreign bodies within a product on the basis of dielectric characteristics of said product
2021 Vipiana, Francesca; Turvani, Giovanna; Casu, Mario Roberto; Tobon Vasquez, Jorge Alberto; Ricci, Marco
CNN-on-AWS: Efficient Allocation of Multi-Kernel Applications on Multi-FPGA Platforms
2021 Shan, Junnan; Lazarescu, Mihai T.; Cortadella, Jordi; Lavagno, Luciano; Casu, Mario R.
FPGA Acceleration of 3D FDTD for Multi-Antennas Microwave Imaging Using HLS
2021 Mansoori, Mohammad Amir; Lu, Pan; Casu, Mario R.
High-Level Annotation of Routing Congestion for Xilinx Vivado HLS Designs
2021 BIN TARIQ, Osama; Shan, Junnan; Floros, Georgios; Sotiriou, Christos P.; Casu, Mario R.; Lazarescu, MIHAI TEODOR; Lavagno, Luciano
Machine-Learning Based Microwave Sensing: A Case Study for the Food Industry
2021 Ricci, M.; Stitic, B.; Urbinati, L.; Di Guglielmo, G.; Tobon Vasquez, J. A.; Carloni, L. P.; Vipiana, F.; Casu, M. R.
Neural Network and Microwave Sensing for Food Contamination Monitoring
2021 Ricci, M.; Casu, M. R.; Vipiana, F.
Experimental Imaging Issues of a 3-D Microwave Brain Scanner
2021 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.
Experimental Validation of a Microwave System for Brain Stroke 3-D Imaging
2021 David, Rodriguez-Duarte; Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Cavagnaro, Marta; Casu, Mario R.; Crocco, Lorenzo; Vipiana, Francesca
Microwave Sensing for Food Safety: a Neural Network Implementation
2021 Ricci, Marco; Vasquez, Jorge Alberto Tobon; Turvani, Giovanna; Sirena, Ivan; Casu, Mario R.; Vipiana, Francesca
Model-based data generation for support vector machine stroke classification
2021 Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca
A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection
2020 Urbinati, Luca; Ricci, Marco; Turvani, Giovanna; Vasquez, Jorge A. Tobon; Vipiana, Francesca; Casu, Mario R.
Noninvasive Inline Food Inspection via Microwave Imaging Technology: An Application Example in the Food Industry
2020 Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Ricci, Marco; Farina, Laura; Litman, Amelie; Casu, Mario R.; Crocco, Lorenzo; Vipiana, Francesca
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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.pdf; Lazarescu-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.pdf; Pre-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.pdf; ISCAS_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.pdf; authors_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.pdf; Da 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.pdf; 09091518.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.pdf; Machine-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.pdf; APS_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.pdf; Experimental_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.pdf; CAMA_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.pdf; Da 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.pdf; Ricci-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.pdf; FINAL VERSION_2.pdf |