Lamberti, L.; Bellone, L.; Macan, L.; Natalizio, E.; Conti, F.; Palossi, D.; Benini, L., Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, Article number: 10606040 , pp. 33269 - 33281 [Scientific article]Open Access
Rapa, P. M.; Orlandi, M.; Amidei, A.; Burrello, A.; Rabbeni, R.; Pavan, P.; Benini, L.; Benatti, S., Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs, in: 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 124 - 128 (atti di: 6th IEEE International Conference on AI Circuits and Systems, AICAS 2024, Abu Dhabi, United Arab Emirates, 22-25 April 2024) [Contribution to conference proceedings]
Benz, Thomas; Scheffler, Paul; Holborn, Jennifer; Benini, Luca, DUTCTL: A Flexible Open-Source Framework for Rapid Bring-Up, Characterization, and Remote Operation of Custom-Silicon RISC-V SoCs, in: RISC-V Summit Europe 2024, 2024, pp. . - . (atti di: RISC-V Summit Europe 2024, Munich, Germany, June 24-28, 2024) [Contribution to conference proceedings]
Rapa, Pierangelo M.; Orlandi, Mattia; Zanghieri, Marcello; Benini, Luca; Benatti, Simone, Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing, in: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Xi'an, China, 24-26 October 2024) [Contribution to conference proceedings]
Mazzola, S.; Riedel, S.; Benini, L., Enabling Efficient Hybrid Systolic Computation in Shared-L1-Memory Manycore Clusters, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2024, 32, pp. 1602 - 1615 [Scientific article]
Burrello, A.; Risso, M.; Motetti, B. A.; Macii, E.; Benini, L.; Pagliari, D. J., Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2024, 12, Article number: 10278089 , pp. 780 - 794 [Scientific article]Open Access
Guindani, Bruno; Molan, Martin; Bartolini, Andrea; Benini, Luca, Exploring the Utility of Graph Methods in HPC Thermal Modeling, in: ICPE 2024 - Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 106 - 111 (atti di: 15th ACM/SPEC International Conference on Performance Engineering, ICPE 2024, London United Kingdom, 7-11 May 2024) [Contribution to conference proceedings]
Bertaccini, Luca; Shen, Siyuan; Hoefler, Torsten; Benini, Luca, Extending RISC-V for Efficient Overflow Recovery in Mixed-Precision Computations, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 268 - 275 (atti di: 42nd IEEE International Conference on Computer Design, ICCD 2024, Milan, Italy, 18-20 November 2024) [Contribution to conference proceedings]
Moosmann, J.; Muller, H.; Zimmerman, N.; Rutishauser, G.; Benini, L.; Magno, M., Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems, «IEEE ACCESS», 2024, 12, Article number: 10538092 , pp. 75093 - 75107 [Scientific article]Open Access
Villani, Federico; Mathys, Sevrin; Özsoy, Çağla; Deán-Ben, Xosé Luís; Cossettini, Andrea; Magno, Michele; Razansky, Daniel; Benini, Luca, FPGA-Accelerated Hybrid Lossless and Lossy Compression for Next-Generation Portable Optoacoustic Platforms, in: IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024, Taipei, Taiwan, 22-26 September 2024) [Contribution to conference proceedings]
Zimmerman, Nicky; Müller, Hanna; Magno, Michele; Benini, Luca, Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans, in: Proceedings - IEEE International Conference on Robotics and Automation, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 11913 - 11919 (atti di: 2024 IEEE International Conference on Robotics and Automation, ICRA 2024, Pacific Convention Plaza Yokohama (PACIFICO Yokohama), 1-1-1, Minato Mirai, Nishi-ku, jpn, 13-17 May 2024) [Contribution to conference proceedings]
Friess, C.; Niculescu, V.; Polonelli, T.; Magno, M.; Benini, L., Fully Onboard SLAM for Distributed Mapping with a Swarm of Nano-Drones, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, pp. 32363 - 32380 [Scientific article]
Seyedkazemi Ardebili, Mohsen; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea, HazardNet: A thermal hazard prediction framework for datacenters, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 155, pp. 340 - 353 [Scientific article]Open Access
Koenig, Cyril; Forsberg, Björn; Benini, Luca, HeroSDK: Streamlining Heterogeneous RISC-V Accelerated Computing from Embedded to High-Performance Systems, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 280 - 287 (atti di: 42nd IEEE International Conference on Computer Design, ICCD 2024, Milan, Italy, 18-20 November 2024) [Contribution to conference proceedings]
Bethur, N. E.; Agnesina, A.; Brunion, M.; Garcia-Ortiz, A.; Catthoor, F.; Milojevic, D.; Komalan, M.; Cavalcante, M.; Riedel, S.; Benini, L.; Lim, S. K., Hier-3D: A Methodology for Physical Hierarchy Exploration of 3-D ICs, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2024, 43, pp. 1957 - 1970 [Scientific article]
