Archivio Istituzionale della RicercaCASU, MARIO ROBERTO
CASU, MARIO ROBERTO
Dipartimento di Elettronica e Telecomunicazioni
009768
High-Level Design of Precision-Scalable DNN Accelerators Based on Sum-Together Multipliers
2024 Urbinati, Luca; Casu, Mario R.
Mix & Latch: Comparison With State-of-the-Art Retiming On a RISC-V Benchmark
2024 Lagostina, Lorenzo; Minnella, Filippo; Cortadella, Jordi; Casu, Mario R.; Lazarescu, Mihai T.; Lavagno, Luciano
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
Mix & Latch: An Optimization Flow for High-Performance Designs with Single-Clock Mixed-Polarity Latches and Flip-Flops
2023 Minnella, Filippo; Cortadella, Jordi; Casu, Mario R.; Lazarescu, Mihai T.; Lavagno, Luciano
To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration
2023 Ottati, Fabrizio; Gao, Chang; Chen, Qinyu; Brignone, Giovanni; Casu, Mario Roberto; Eshraghian, Jason; Lavagno, Luciano.
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
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
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.
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
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.
A Prototype Microwave System for 3D Brain Stroke Imaging
2020 Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Bellizi, Gennaro; Rodriguez-Duarte, David; Joachimowicz, Nadine; Duchêne, Bernard; Duchêne, Enrico; Casu, Mario; Crocco, Lorenzo; Vipiana, Francesca
High level design of a flexible PCA hardware accelerator using a new block-streaming method
2020 Mansoori, M. A.; Casu, M. 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
Power-Optimal Mapping of CNN Applications to Cloud-Based Multi-FPGA Platforms
2020 Shan, Junnan; Lazarescu, Mihai T.; Cortadella, Jordi; Lavagno, Luciano; Casu, Mario R.
Design and Experimental Assessment of a 2D Microwave Imaging System for Brain Stroke Monitoring
2019 Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Bellizzi, Gennaro; Joachimowicz, Nadine; Duchêne, Bernard; Tedeschi, Enrico; Casu, Mario R.; Crocco, Lorenzo; Vipiana, Francesca
Low-Cost Low-Power Acceleration of a Microwave Imaging Algorithm for Brain Stroke Monitoring
2018 Sarwar, Imran; Turvani, Giovanna; Casu, Mario; Tobon, Jorge; Vipiana, Francesca; Scapaticci, Rosa; Crocco, Lorenzo
Lower-order compensation chain threshold-reduction technique for multi-stage voltage multipliers
2018 Anna, Francesco Dell’; Dong, Tao; Li, Ping; Wen, Yumei; Azadmehr, Mehdi; Casu, Mario; Berg, Yngvar
State-of-the-Art Power Management Circuits for Piezoelectric Energy Harvesters
2018 Dell'Anna, Francesco G.; Dong, Tao; Li, Ping; Wen, Yumei; Yang, Zhaochu; Casu, Mario R.; Azadmehr, Mehdi; Berg, Yngvar
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| High-Level Design of Precision-Scalable DNN Accelerators Based on Sum-Together Multipliers / Urbinati, Luca; Casu, Mario R.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 44163-44189. [10.1109/access.2024.3380472] | 1-gen-2024 | Urbinati, LucaCasu, Mario R. | High-Level_Design_of_Precision-Scalable_DNN_Accelerators_Based_on_Sum-Together_Multipliers.pdf |
| Mix & Latch: Comparison With State-of-the-Art Retiming On a RISC-V Benchmark / Lagostina, Lorenzo; Minnella, Filippo; Cortadella, Jordi; Casu, Mario R.; Lazarescu, Mihai T.; Lavagno, Luciano. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - STAMPA. - (2024), pp. -1. [10.1109/TCAD.2024.3360314] | 1-gen-2024 | Lagostina, LorenzoMinnella, FilippoCortadella, JordiCasu, Mario R.Lazarescu, Mihai T.Lavagno, Luciano | Mix_amp_Latch_Comparison_With_State-of-the-Art_Retiming_On_a_RISC-V_Benchmark.pdf |
| 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 |
| Mix & Latch: An Optimization Flow for High-Performance Designs with Single-Clock Mixed-Polarity Latches and Flip-Flops / Minnella, Filippo; Cortadella, Jordi; Casu, Mario R.; Lazarescu, Mihai T.; Lavagno, Luciano. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 11:(2023), pp. 1-1. [10.1109/ACCESS.2023.3265809] | 1-gen-2023 | Filippo MinnellaJordi CortadellaMario R. CasuMihai T. LazarescuLuciano Lavagno | Minnella-An Optimization.pdf |
| To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration / Ottati, Fabrizio; Gao, Chang; Chen, Qinyu; Brignone, Giovanni; Casu, Mario Roberto; Eshraghian, Jason; Lavagno, Luciano.. - In: IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS. - ISSN 2156-3365. - ELETTRONICO. - 13:4(2023), pp. 1015-1025. [10.1109/JETCAS.2023.3330432] | 1-gen-2023 | Ottati, FabrizioBrignone, GiovanniCasu, Mario RobertoLavagno, Luciano. + | review_jetcas.pdf; Ottati-ToSpike_compressed.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 |
| 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 |
| 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 |
| 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 |
| 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 |
| A Prototype Microwave System for 3D Brain Stroke Imaging / Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Bellizi, Gennaro; Rodriguez-Duarte, David; Joachimowicz, Nadine; Duchêne, Bernard; Duchêne, Enrico; Casu, Mario; Crocco, Lorenzo; Vipiana, Francesca. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 20:(2020). [10.3390/s20092607] | 1-gen-2020 | Tobon Vasquez, Jorge A.Turvani, GiovannaRodriguez-Duarte, DavidCasu, MarioVipiana, Francesca + | sensors-2020-2.pdf |
| High level design of a flexible PCA hardware accelerator using a new block-streaming method / Mansoori, M. A.; Casu, M. R.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 9:3(2020), pp. 449-471. [10.3390/electronics9030449] | 1-gen-2020 | Mansoori M. A.Casu M. R. | electronics-09-00449.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 |
| Power-Optimal Mapping of CNN Applications to Cloud-Based Multi-FPGA Platforms / Shan, Junnan; Lazarescu, Mihai T.; Cortadella, Jordi; Lavagno, Luciano; Casu, Mario R.. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - ELETTRONICO. - 67:12(2020), pp. 3073-3077. [10.1109/TCSII.2020.2998284] | 1-gen-2020 | Shan, JunnanLazarescu, Mihai T.Lavagno, LucianoCasu, Mario R. + | upload.pdf; 09103067.pdf |
| Design and Experimental Assessment of a 2D Microwave Imaging System for Brain Stroke Monitoring / Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Turvani, Giovanna; Bellizzi, Gennaro; Joachimowicz, Nadine; Duchêne, Bernard; Tedeschi, Enrico; Casu, Mario R.; Crocco, Lorenzo; Vipiana, Francesca. - In: INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION. - ISSN 1687-5869. - 2019:(2019), pp. 1-12. [10.1155/2019/8065036] | 1-gen-2019 | Tobon Vasquez, Jorge A.Turvani, GiovannaCasu, Mario R.Vipiana, Francesca + | 8065036.pdf |
| Low-Cost Low-Power Acceleration of a Microwave Imaging Algorithm for Brain Stroke Monitoring / Sarwar, Imran; Turvani, Giovanna; Casu, Mario; Tobon, Jorge; Vipiana, Francesca; Scapaticci, Rosa; Crocco, Lorenzo. - In: JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS. - ISSN 2079-9268. - ELETTRONICO. - 8:4:43(2018), pp. 1-13. [10.3390/jlpea8040043] | 1-gen-2018 | Sarwar, ImranTurvani, GiovannaCasu, MarioTobon, JorgeVipiana, Francesca + | jlpea-08-00043.pdf |
| Lower-order compensation chain threshold-reduction technique for multi-stage voltage multipliers / Anna, Francesco Dell’; Dong, Tao; Li, Ping; Wen, Yumei; Azadmehr, Mehdi; Casu, Mario; Berg, Yngvar. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 18:4(2018), pp. 1-18. [10.3390/s18041245] | 1-gen-2018 | Casu, Mario + | sensors-18-01245.pdf |
| State-of-the-Art Power Management Circuits for Piezoelectric Energy Harvesters / Dell'Anna, Francesco G.; Dong, Tao; Li, Ping; Wen, Yumei; Yang, Zhaochu; Casu, Mario R.; Azadmehr, Mehdi; Berg, Yngvar. - In: IEEE CIRCUITS AND SYSTEMS MAGAZINE. - ISSN 1531-636X. - STAMPA. - 18:3(2018), pp. 27-48. [10.1109/MCAS.2018.2849262] | 1-gen-2018 | Casu, Mario R. + | published_paper.pdf |