Foto del docente

Luca Benini

Full Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Publications

Frey, Sebastian; Lucchini, Mattia Alberto; Kartsch, Victor; Ingolfsson, Thorir Mar; Bernardi, Andrea Helga; Segessenmann, Michael; Osieleniec, Jakub; Benatti, Simone; Benini, Luca; Cossettini, Andrea, GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2025, 19, Article number: 10713890 , pp. 616 - 628 [Scientific article]

Liu, Xiang; Villani, Federico; Esteban, Isaac; Chang, Xuyang; Zhang, Baoyuan; Cossettini, Andrea; Deán‐ben, Xosé Luís; Benini, Luca; Razansky, Daniel, Handheld Embedded Laser‐Diode Illumination Optoacoustic System for Real‐Time 3D Angiography of Deep Tissues, «LASER & PHOTONICS REVIEWS», 2025, 19, Article number: e01006 , pp. 1 - 11 [Scientific article]Open Access

Hirschi, Cédric; Vostrikov, Sergei; Cossettini, Andrea; Benini, Luca, High Frame Rate Arterial Monitoring via Wi-Fi 6 on a 32-channel Wearable Ultrasound Probe, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

Ghionda, Luigi; Tedeschi, Riccardo; Tortorella, Yvan; Prasad, Arpan Suravi; Rossi, Davide; Benini, Luca; Conti, Francesco, HMR-NEureka: Hybrid Modular Redundancy DNN Acceleration in Heterogeneous RISC-V SoCs, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE Computer Society, 2025, pp. 1 - 6 (atti di: 28th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, grc, 2025) [Contribution to conference proceedings]

Verhelst, Marian; Benini, Luca; Verma, Naveen, How to Keep Pushing ML Accelerator Performance? Know Your Rooflines!, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2025, 60, pp. 1888 - 1905 [Scientific article]

Krupp, Lukas; O'Connor, Ian; Benini, Luca; Studer, Christoph; Rodrigues, Joachim; Wehn, Norbert, Improving Chip Design Enablement for Universities in Europe – A Position Paper, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, France, 31 March 2025 - 02 April 2025) [Contribution to conference proceedings]

Guo, Hang; Li, Yawei; Dai, Tao; Xia, Shu-Tao; Benini, Luca, IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models, in: Forty-second International Conference on Machine Learning ICML 2025, 2025, pp. . - . (atti di: Forty-second International Conference on Machine Learning ICML 2025, Vancouver, Canada, 13 July 2025) [Contribution to conference proceedings]

Brunion, Moritz; Purayil, Navaneeth Kunhi; Dell'Atti, Francesco; Lam, Sebastian; Bilgic, Refik; Tahoori, Mehdi; Benini, Luca; Ryckaert, Julien, Invited Paper: CMOS 2.0 - Redefining the Future of Scaling, in: 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2025, pp. 1 - 8 (atti di: 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD), Munich, Germany, 26-30 October 2025) [Contribution to conference proceedings]

Colagrande, Luca; Jonnalagadda, Jayanth; Benini, Luca, Late Breaking Results: A RISC-V ISA Extension for Chaining in Scalar Processors, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 2 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, France, 31 March 2025 - 02 April 2025) [Contribution to conference proceedings]

Garofalo, Angelo; Benini, Luca, Leveraging RISC-V for HW/SW Codesign of Flexible and Efficient TinyML SoCs, «IEEE DESIGN & TEST», 2025, 42, pp. 8 - 26 [Scientific article]

Bhattacharjee, Soumyo; Villani, Federico; Vogt, Christian; Cossettini, Andrea; Benini, Luca, ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems, in: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2025, pp. 1 - 5 (atti di: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), Manfredonia, Italy, 03-04 July 2025) [Contribution to conference proceedings]

Kuhne, J.; Magno, M.; Benini, L., Low Latency Visual Inertial Odometry with On-Sensor Accelerated Optical Flow for Resource-Constrained UAVs, «IEEE SENSORS JOURNAL», 2025, 25, pp. 7838 - 7847 [Scientific article]

Döner, Berkay; Mar Ingolfsson, Thorir; Benini, Luca; Li, Yawei, LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis, in: in Advances in Neural Information Processing Systems (NeurIPS 2025), 2025, pp. . - . (atti di: in Advances in Neural Information Processing Systems (NeurIPS 2025), San Diego, California, United States, 02-07 December 2025) [Contribution to conference proceedings]

Sinigaglia, Mattia; Kiamarzi, Amirhossein; Bertuletti, Marco; Ghionda, Luigi; Orlandi, Mattia; Tedeschi, Riccardo; Di Giampietro, Aurora; Tortorella, Yvan; Bertaccini, Luca; Benatti, Simone; Tagliavini, Giuseppe; Benini, Luca; Conti, Francesco; Rossi, Davide, Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2025, 72, pp. 1 - 15 [Scientific article]

Amine Hamdi, Mohamed; Daghero, Francesco; Maria Sarda, Giuseppe; Van Delm, Josse; Symons, Arne; Benini, Luca; Verhelst, Marian; Jahier Pagliari, Daniele; Burrello, Alessio, MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2025, 44, pp. 3844 - 3857 [Scientific article]

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