Matteo Perotti; Giuseppe Tagliavini; Stefan Mach; Luca Bertaccini; Luca Benini, RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors, in: ETH Bibliography, SAMOS XXI - International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, 2021, pp. . - . (atti di: SAMOS XXI - International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, Samos Island, Greece, 5-7 july 2021) [Contributo in Atti di convegno]
Zanghieri M.; Benatti S.; Burrello A.; Kartsch Morinigo V.J.; Meattini R.; Palli G.; Melchiorri C.; Benini L., SEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller, in: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, esp, 2021) [Contributo in Atti di convegno]Open Access
Lim S.; Benini L.; Sze V., Session 9 Overview: ML Processors from Cloud to Edge Machine Learning Subcommittee, in: Digest of Technical Papers - IEEE International Solid-State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., «DIGEST OF TECHNICAL PAPERS - IEEE INTERNATIONAL SOLID-STATE CIRCUITS CONFERENCE», 2021, 64, pp. 142 - 143 (atti di: 2021 IEEE International Solid-State Circuits Conference, ISSCC 2021, usa, 2021) [Contributo in Atti di convegno]
Klinefelter A.; Liu H.; Benini L.; Thonnart Y.; Bowman K.; Wilcox K.; Bol D.; Loke A.; Shacham O., SE2: Going Remote: Challenges and Opportunities to Remote Learning, Work, and Collaboration, in: Digest of Technical Papers - IEEE International Solid-State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., «DIGEST OF TECHNICAL PAPERS - IEEE INTERNATIONAL SOLID-STATE CIRCUITS CONFERENCE», 2021, 64, pp. 539 - 540 (atti di: 2021 IEEE International Solid-State Circuits Conference, ISSCC 2021, usa, 2021) [Contributo in Atti di convegno]
Wang X.; Geiger F.; Niculescu V.; Magno M.; Benini L., SmartHand: Towards embedded smart hands for prosthetic and robotic applications, 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]
Zaruba, F.; Schuiki, F.; Hoefler, T.; Benini, L., Snitch: A Tiny Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, pp. 1845 - 1860 [articolo]
Schuiki F.; Zaruba F.; Hoefler T.; Benini L., Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9068465, pp. 212 - 227 [articolo]Open Access
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]
