Conferences

Hodo, Benjamin; Polonelli, Tommaso; Moallemi, Amirhossein; Benini, Luca; Magno, Michele, EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization, in: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES», 2025, pp. 1 - 6 (atti di: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), Manfredonia, Italy, 03-04 July 2025) [Contribution to conference proceedings]

Riedel, Samuel; Zhang, Yichao; Bertuletti, Marco; Benini, Luca, Optimizing Scalable Multi-Cluster Architectures for Next-Generation Wireless Sensing and Communication, in: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES», 2025, pp. 1 - 6 (atti di: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), Manfredonia, Italy, 03-04 July 2025) [Contribution to conference proceedings]

Mächler, Tobias; Müller, Hanna; Wiese, Philip; Magno, Michele; Kartsch, Victor; Benini, Luca, A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart Agriculture, in: 2025 IEEE Sensors Applications Symposium (SAS), 2025, pp. 1 - 6 (atti di: 2025 IEEE Sensors Applications Symposium (SAS), Newcastle, United Kingdom, 08-10 July 2025) [Contribution to conference proceedings]

Ivanov, Andrei; Shen, Siyuan; Gottardo, Gioele; Chrapek, Marcin; Boudaoud, Afif; Schneider, Timo; Benini, Luca; Hoefler, Torsten, PerfDojo: Automated ML Library Generation for Heterogeneous Architectures, in: SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2025, pp. 137 - 151 (atti di: SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis MO USA, 16 – 21 November 2025) [Contribution to conference proceedings]

Spisani, Gabriele; Mayer, Philipp; Papa, Sofia; Greco, Francesco; Magno, Michele; Benini, Luca; Leitner, Christoph, xMasonV2: An Open-Source Model Extension for Cascaded Transducer Arrays, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

Spacone, Giusy; Frey, Sebastian; Leitner, Christoph; Benini, Luca; Cossettini, Andrea, Towards Fully Wearable Muscle Fatigue Assessment with A-mode Ultrasound, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

Lu, Jinhao; Vostrikov, Sergei; Welsch, Jonas; Angerer, Martin; Benini, Luca; Rohling, Robert; Cretu, Edmond, Compact Low-Cost Wireless Ultrasonic System for Non-Destructive Testing and Wearables, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

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, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

Schuhmacher, Viturin; Villani, Federico; Spacone, Giusy; Liu, Xiang; Cossettini, Andrea; Razansky, Daniel; Benini, Luca, Real-Time Histogram-Based Automated Signal Exposure Correction on FPGA for Optoacoustic Imaging, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

Baumann, Nicolas; Hu, Stefano Jin Cheng; Sivasothilingam, Paviththiren; Qin, Haotong; Xie, Lei; Magno, Michele; Benini, Luca, Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models, in: 21st Robotics: Sience and Systems Conference (RSS 2025), 2025, pp. . - . (atti di: 21st Robotics: Sience and Systems Conference (RSS 2025), Los Angeles, California, 21-25 June 2025) [Contribution to conference proceedings]

Tegon, Anna; Ingolfsson, Thorir Mar; Wang, Xiaying; Benini, Luca; Li, Yawei, FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model, in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), «ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY», 2025, 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 14–18 July 2025) [Contribution to conference proceedings]

Purayil, Navaneeth Kunhi; Shen, Diyou; Perotti, Matteo; Benini, Luca, TROOP: At-the-Roofline Performance for Vector Processors on Low Operational Intensity Workloads, in: 2025 IEEE 43rd International Conference on Computer Design (ICCD), 2025, pp. 594 - 601 (atti di: 2025 IEEE 43rd International Conference on Computer Design (ICCD), Richardson, TX, USA, 10-12 November 2025) [Contribution to conference proceedings]

Prasad, Arpan Suravi; İslamoğlu, Gamze; Bertaccini, Luca; Rossi, Davide; Conti, Francesco; Benini, Luca, PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration, in: 2025 IEEE 43rd International Conference on Computer Design (ICCD), 2025, pp. 111 - 118 (atti di: 2025 IEEE 43rd International Conference on Computer Design (ICCD), Richardson, TX, USA, 10-12 November 2025) [Contribution to conference proceedings]

Boyle, Liam; Baumann, Nicolas; Sivasothilingam, Paviththiren; Magno, Michele; Benini, Luca, RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning, in: 2025 Conference on Robot Learning (CoRL), 2025, pp. . - . (atti di: 2025 Conference on Robot Learning (CoRL), Seoul, Korea, 27-30 September 2025) [Contribution to conference proceedings]

Santos, Carlos; Frey, Sebastian; Cossettini, Andrea; Benini, Luca; Kartsch, Victor, Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring, in: 2025 47th Annual International Conference of the IEEE Engineerin in Medicine and Biology Society (EMBC), «ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY», 2025, 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineerin in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 14–18 July 2025) [Contribution to conference proceedings]

Spacone, Giusy; Frey, Sebastian; Orlandi, Mattia; Rapa, Pierangelo Maria; Kartsch, Victor; Benatti, Simone; Benini, Luca; Cossettini, Andrea, Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking, in: 2025 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2025, pp. 314 - 318 (atti di: 2025 IEEE Biomedical Circuits and Systems Conference (BioCAS), Abu Dhabi, United Arab Emirates, 16-18 October 2025) [Contribution to conference proceedings]

Zhang, Yichao; Fu, Zexin; Fischer, Tim; Li, Yinrong; Bertuletti, Marco; Benini, Luca, TeraNOC: A Multi-Channel 32-Bit Fine-Grained, Hybrid Mesh-Crossbar Noc for Efficient Scale-Up of 1000+ Core Shared-L1-Memory Clusters, in: 2025 IEEE 43rd International Conference on Computer Design (ICCD), 2025, pp. 610 - 617 (atti di: 2025 IEEE 43rd International Conference on Computer Design (ICCD), Richardson, TX, USA, 10-12 November 2025) [Contribution to conference proceedings]

Tóth, Bálint; Senti, Dominik; Ingolfsson, Thorir Mar; Zweidler, Jeffrey; Elsig, Alexandre; Benini, Luca; Li, Yawei, Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation, in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), «ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY», 2025, 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 2025, 14-18 July 2025) [Contribution to conference proceedings]

Zhang, Yichao; Bertuletti, Marco; Mazzola, Sergio; Riedel, Samuel; Benini, Luca, A 410 GFLOP/s, 64 RISC-V Cores, 204.8 GBps Shared-Memory Cluster in 12 nm FinFET with Systolic Execution Support for Efficient B5G/6G AI-Enhanced O-RAN, in: European Solid-State Circuits Conference, IEEE Computer Society, «PROCEEDINGS OF ESSCIRC», 2025, pp. 401 - 404 (atti di: 51st IEEE European Solid-State Electronics Research Conference, ESSERC 2025, Munich, Germany, 08-11 September 2025) [Contribution to conference proceedings]

Testi, E.; Marini, R.; Pasolini, G.; Paolini, E., NB-IoT for Direct-to-Satellite Communications: Performance Modeling and Evaluation, in: Proceedings of the 12th Advanced Satellite Multimedia Systems Conference and the 18th Signal Processing for Space Communications Workshop (ASMS/SPSC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «ADVANCED SATELLITE MULTIMEDIA SYSTEMS CONFERENCE AND THE ... SIGNAL PROCESSING FOR SPACE COMMUNICATIONS WORKSHOP.», 2025, pp. 1 - 7 (atti di: 12th Advanced Satellite Multimedia Systems Conference and the 18th Signal Processing for Space Communications Workshop (ASMS/SPSC), Sitges, Spain, 26-28 Feb. 2025) [Contribution to conference proceedings]