Montagna, Fabio; Tagliavini, Giuseppe; Rossi, Davide; Garofalo, Angelo; Benini, Luca, Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs, in: Architecture of Computing Systems, Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2021, 12800, pp. 167 - 182 (atti di: 34th International Conference on Architecture of Computing Systems, Online, 7-8 Giugno 2021) [Contributo in Atti di convegno]Open Access
Di Nuzzo, F.; Brunelli, D.; Polonelli, T.; Benini, L., Structural Health Monitoring System with Narrowband IoT and MEMS Sensors, «IEEE SENSORS JOURNAL», 2021, 21, Article number: 9410570, pp. 16371 - 16380 [articolo]Open Access
Wang, Xiaying; Cavigelli, Lukas; Schneider, Tibor; Benini, Luca, Sub-100 $\mu$W Multispectral Riemannian Classification for EEG-Based Brain–Machine Interfaces, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2021, 15, Article number: 9658220, pp. 1149 - 1160 [articolo]Open Access
Burrello A.; Zanghieri M.; Sarti C.; Ravaglia L.; Benatti S.; Benini L., Tackling time-variability in semg-based gesture recognition with on-device incremental learning and temporal convolutional networks, in: 2021 IEEE Sensors Applications Symposium, SAS 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE Sensors Applications Symposium, SAS 2021, swe, 2021) [Contributo in Atti di convegno]
Burrello A.; Dequino A.; Pagliari D.J.; Conti F.; Zanghieri M.; MacIi E.; Benini L.; Poncino M., TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference, in: Proceedings of the International Symposium on Low Power Electronics and Design, NEW YORK, Institute of Electrical and Electronics Engineers Inc., 2021, 2021, pp. 1 - 6 (atti di: 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021, Stati Uniti D'America, 2021) [Contributo in Atti di convegno]Open Access
Alessio Burrello; Alberto Dequino; Daniele Jahier Pagliari; Francesco Conti; Marcello Zanghieri; Enrico Macii; Luca Benini; Massimo Poncino, TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference, in: 2021 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2021, 2021-July, pp. 1 - 6 (atti di: 2021 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Boston, MA, USA, 26-28 July 2021) [Contributo in Atti di convegno]
Caviezel, A.; Ringenbach, A.; Demmel, S. E.; Dinneen, C. E.; Krebs, N.; Buhler, Y.; Christen, M.; Meyrat, G.; Stoffel, A.; Hafner, E.; Eberhard, L. A.; Rickenbach, D.; Simmler, K.; Mayer, P.; Niklaus, P. S.; Birchler, T.; Aebi, T.; Cavigelli, L.; Schaffner, M.; Rickli, S.; Schnetzler, C.; Magno, M.; Benini, L.; Bartelt, P., The relevance of rock shape over mass—implications for rockfall hazard assessments, «NATURE COMMUNICATIONS», 2021, 12, Article number: 5546, pp. 1 - 10 [articolo]Open Access
Seyedkazemi Ardebili M.; Cavazzoni C.; Benini L.; Bartolini A., Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2021, 12456, pp. 1 - 16 (atti di: 4th International Conference on High Performance Computing in Science and Engineering, HPCSE 2019, cze, 2019) [Contributo in Atti di convegno]
Bertaccini L.; Perotti M.; Mach S.; Schiavone P.D.; Zaruba F.; Benini L., Tiny-FPU: Low-cost floating-point support for small RISC-V MCU cores, in: Proceedings - IEEE International Symposium on Circuits and Systems, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1 - 5 (atti di: 53rd IEEE International Symposium on Circuits and Systems, ISCAS 2021, CONFlux and Hotel Inter-Burgo Daegu, kor, 2021) [Contributo in Atti di convegno]
Scherer M.; Magno M.; Erb J.; Mayer P.; Eggimann M.; Benini L., TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition with Short Range Radars, «IEEE INTERNET OF THINGS JOURNAL», 2021, 8, Article number: 9381994, pp. 10336 - 10346 [articolo]
Bertaccini L.; Benini L.; Conti F., To buffer, or not to buffer? A case study on FFT accelerators for ultra-low-power multicore clusters, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1 - 8 (atti di: 32nd IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2021, usa, 2021) [Contributo in Atti di convegno]
Scherer, M.; Mayer, P.; Di Mauro, A.; Magno, M.; Benini, L., Towards Always-on Event-based Cameras for Long-lasting Battery-operated Smart Sensor Nodes, in: Conference Record - IEEE Instrumentation and Measurement Technology Conference, Institute of Electrical and Electronics Engineers Inc., «CONFERENCE PROCEEDINGS - IEEE INSTRUMENTATION/MEASUREMENT TECHNOLOGY CONFERENCE», 2021, 2021-, pp. 1 - 6 (atti di: 2021 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2021, Technology and Innovation Centre (TIC), gbr, 2021) [Contributo in Atti di convegno]
Vostrikov, S.; Cossettini, A.; Vogt, C.; Leitner, C.; Magno, M.; Benini, L., Towards an Open, Flexible, Wearable Ultrasound Probe for Musculoskeletal Monitoring, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2021, pp. 1 - 4 (atti di: 2021 IEEE International Ultrasonics Symposium, IUS 2021, chn, 2011) [Contributo in Atti di convegno]
Ingolfsson T.M.; Cossettini A.; Wang X.; Tabanelli E.; Tagliavini G.; Ryvlin P.; Benini L.; Benatti S., Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices, in: 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), Institute of Electrical and Electronics Engineers Inc., «BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE», 2021, pp. 01 - 04 (atti di: 2021 IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, Berlin, Germany, 07-09 October 2021) [Contributo in Atti di convegno]Open Access
Leitner C.; Benatti S.; Keller K.; Cossettini A.; Kartsch V.; Penasso H.; Benini L.; Greco F.; Baumgartner C., UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics, in: Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), NLM (Medline), «ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY», 2021, 2021, pp. 7077 - 7082 (atti di: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), mexico, 1-5 nov. 2021) [Contributo in Atti di convegno]
