Ozsoy C.; Cossettini A.; Ozbek A.; Vostrikov S.; Hager P.; Dean-Ben X.L.; Benini L.; Razansky D., Compact optical link acquisition for high-speed optoacoustic imaging, in: Proc. SPIE 11960, Photons Plus Ultrasound: Imaging and Sensing 2022, 119600O (3 March 2022), «PROGRESS IN BIOMEDICAL OPTICS AND IMAGING», 2022, 11960, pp. . - . (atti di: Proc. SPIE 11960, Photons Plus Ultrasound: Imaging and Sensing 2022, 119600O (3 March 2022), San Francisco, CA, USA, January 22 - 23) [Contribution to conference proceedings]
Hersche, M.; Karunaratne, G.; Cherubini, G.; Benini, L.; Sebastian, A.; Rahimi, A., Constrained Few-shot Class-incremental Learning, in: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, 2022-June, pp. 9047 - 9057 (atti di: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 18-24 June 2022) [Contribution to conference proceedings]Open Access
Ottaviano A.; Balas R.; Bambini G.; Bonfanti C.; Benatti S.; Rossi D.; Benini L.; Bartolini A., ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, 2022, 13511, pp. 120 - 135 (atti di: 22nd International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2021, grc, 2022) [Contribution to conference proceedings]Open Access
Angelo Garofalo; Matteo Perotti; Luca Valente; Yvan Tortorella; Alessandro Nadalini; Luca Benini; Davide Rossi; Francesco Conti, Darkside: 2.6GFLOPS, 8.7mW Heterogeneous RISC-V Cluster for Extreme-Edge On-Chip DNN Inference and Training, in: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), 2022, pp. 273 - 276 (atti di: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), Milano, Italy, 19/09/2022-22/09/2022) [Contribution to conference proceedings]
Garofalo, Angelo; Tortorella, Yvan; Perotti, Matteo; Valente, Luca; Nadalini, Alessandro; Benini, Luca; Rossi, Davide; Conti, Francesco, Darkside: A Heterogeneous RISC-V Compute Cluster for Extreme-Edge On-Chip DNN Inference and Training, «IEEE OPEN JOURNAL OF SOLID-STATE CIRCUITS», 2022, 1, pp. 1 - 1 [Scientific article]Open Access
Gomez, Andres; Tretter, Andreas; Hager, Pascal Alexander; Sanmugarajah, Praveenth; Benini, Luca; Thiele, Lothar, Data-flow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems, «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS», 2022, 21, Article number: 3520135 , pp. . - . [Scientific article]
Ostovar I.; Niculescu V.; Muller H.; Polonelli T.; Magno M.; Benini L., Demo Abstract: Towards Reliable Obstacle Avoidance for Nano-UAVs, in: 2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2022, pp. 501 - 502 (atti di: 2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Milano, Italy, 04-06 May 2022) [Contribution to conference proceedings]
Patent n. US11227656B1, Device for high dimensional encoding.
Burrello, Alessio; Jahier Pagliari, Daniele; Rapa, PIERANGELO MARIA; Semilia, Matilde; Risso, Matteo; Polonelli, Tommaso; Poncino, Massimo; Benini, Luca; Benatti, Simone, Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring, «ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE», 2022, 3, pp. 1 - 25 [Scientific article]Open Access
Ingolfsson, T. M.; Cossettini, A.; Benatti, S.; Benini, L., Energy-Efficient Tree-Based EEG Artifact Detection, in: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, 2022-July, pp. 3723 - 3728 (atti di: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),, Glasgow, Scotland, United Kingdom, 11 - 15 July 2022) [Contribution to conference proceedings]Open Access
Amirhossein Moallemi; Alessio Burrello; Davide Brunelli; Luca Benini, Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring, «IEEE INTERNET OF THINGS JOURNAL», 2022, 9, Article number: 9729869 , pp. 17660 - 17674 [Scientific article]Open Access
Niculescu, V; Palossi, D; Magno, M; Benini, L, Fly, Wake-up, Find: UAV-based Energy-efficient Localization for Distributed Sensor Nodes, «SUSTAINABLE COMPUTING», 2022, 34, Article number: 100666 , pp. 1 - 10 [Scientific article]Open Access
Palossi D.; Zimmerman N.; Burrello A.; Conti F.; Muller H.; Gambardella L.M.; Benini L.; Giusti A.; Guzzi J., Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs, «IEEE INTERNET OF THINGS JOURNAL», 2022, 9, Article number: 9462495 , pp. 1913 - 1929 [Scientific article]Open Access
Kurth, A; Forsberg, B; Benini, L, HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2022, 33, Article number: 9822980 , pp. 4368 - 4382 [Scientific article]
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 Hierarchical Physical Design Methodology for Face-to-Face-Bonded 3D ICs, in: ISLPED '22: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, 2022, pp. 1 - 6 (atti di: ISLPED '22: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, Boston MA USA, 1-3 August) [Contribution to conference proceedings]
