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, 2021, 12800, pp. 167 - 182 (atti di: 34th International Conference on Architecture of Computing Systems, Online, 7-8 Giugno 2021) [Contribution to conference proceedings]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 [Scientific article]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 [Scientific article]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) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]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) [Contribution to conference proceedings]
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 [Scientific article]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, 2021, 12456, pp. 1 - 16 (atti di: 4th International Conference on High Performance Computing in Science and Engineering, HPCSE 2019, cze, 2019) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]
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 [Scientific article]
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) [Contribution to conference proceedings]
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., 2021, 2021-, pp. 1 - 6 (atti di: 2021 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2021, Technology and Innovation Centre (TIC), gbr, 2021) [Contribution to conference proceedings]
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, 2021, pp. 1 - 4 (atti di: 2021 IEEE International Ultrasonics Symposium, IUS 2021, chn, 2011) [Contribution to conference proceedings]
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., 2021, pp. 01 - 04 (atti di: 2021 IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, Berlin, Germany, 07-09 October 2021) [Contribution to conference proceedings]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), 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) [Contribution to conference proceedings]
