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. . - . [articolo]
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) [Contributo in Atti di convegno]
Brevetto 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 [articolo]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), «IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS», 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) [Contributo in Atti di convegno]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 [articolo]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 [articolo]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 [articolo]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 [articolo]
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) [Contributo in Atti di convegno]
Burrello, Alessio; Pagliari, Daniele Jahier; Bianco, Marzia; Macii, Enrico; Benini, Luca; Poncino, Massimo; Benatti, Simone, Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. . - . (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 13-15 October 2022) [Contributo in Atti di convegno]
Karunaratne G.; Hersche M.; Langeneager J.; Cherubini G.; Gallo M.L.; Egger U.; Brew K.; Choi S.; Ok I.; Silvestre C.; Li N.; Saulnier N.; Chan V.; Ahsan I.; Narayanan V.; Benini L.; Sebastian A.; Rahimi A., In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory, in: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), 2022, pp. 105 - 108 (atti di: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), Milan, Italy, 19-22 September 2022) [Contributo in Atti di convegno]
Di Mauro A.; Scherer M.; Rossi D.; Benini L., Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs, in: 2022 IEEE Hot Chips 34 Symposium (HCS), 2022, pp. 1 - 19 (atti di: 2022 IEEE Hot Chips 34 Symposium (HCS), Cupertino, CA, USA, 21-23 August 2022) [Contributo in Atti di convegno]
Wang, XY; Geiger, F; Niculescu, V; Magno, M; Benini, L, Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2022, 71, pp. 1 - 14 [articolo]
Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele, Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge, «IEEE TRANSACTIONS ON COMPUTERS», 2022, 0, pp. 744 - 758 [articolo]Open Access
