Wistoff N.; Schneider M.; Gurkaynak F.K.; Benini L.; Heiser G., Microarchitectural Timing Channels and their Prevention on an Open-Source 64-bit RISC-V Core, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2021, 2021-, pp. 627 - 632 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, France, 2021) [Contributo in Atti di convegno]
Wang X.; Schneider T.; Hersche M.; Cavigelli L.; Benini L., Mixed-precision quantization and parallel implementation of multispectral Riemannian classification for brain-machine interfaces, 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]
Moallemi, A.; Burrello, A.; Brunelli, D.; Benini, L., Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: A Case Study, 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]
Burrello A.; Pagliari D.J.; Bartolini A.; Benini L.; Macii E.; Poncino M., Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks, 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, 12480, pp. 277 - 289 (atti di: Workshops held at the 26th International Conference on Parallel and Distributed Computing, Euro-Par 2020, Warsaw, Poland, 2020) [Contributo in Atti di convegno]
Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartolini A., Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2021, 2021-, pp. 1256 - 1259 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Europe - Virtual, 2021) [Contributo in Atti di convegno]
Risso M.; Burrello A.; Pagliari D.J.; Conti F.; Lamberti L.; MacIi E.; Benini L.; Poncino M., Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks, in: Proceedings - Design Automation Conference, Piscatawey (NJ), Institute of Electrical and Electronics Engineers Inc., 2021, 2021, pp. 1015 - 1020 (atti di: 58th ACM/IEEE Design Automation Conference, DAC 2021, San Francisco, CA, 2021) [Contributo in Atti di convegno]Open Access
Burrello, Alessio; Pagliari, Daniele Jahier; Risso, Matteo; Benatti, Simone; Macii, Enrico; Benini, Luca; Poncino, Massimo, Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2021, 15, Article number: 9583926, pp. 1196 - 1209 [articolo]Open Access
Paolini G.; Guermandi M.; Masotti D.; Al Shanawani M.; Benassi F.; Benini L.; Costanzo A., RF-powered low-energy sensor nodes for predictive maintenance in electromagnetically harsh industrial environments, «SENSORS», 2021, 21, Article number: 386, pp. 1 - 18 [articolo]Open Access
Balas R.; Benini L., RISC-V for Real-time MCUs - Software Optimization and Microarchitectural Gap Analysis, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2021, 2021-, pp. 874 - 877 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, France, 2021) [Contributo in Atti di convegno]
Paulin G.; Andri R.; Conti F.; Benini L., RNN-Based Radio Resource Management on Multicore RISC-V Accelerator Architectures, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2021, 29, Article number: 9481341, pp. 1624 - 1637 [articolo]Open Access
Risso M.; Burrello A.; Pagliari D.J.; Benatti S.; Macii E.; Benini L.; Poncino M., Robust and energy-efficient PPG-based heart-rate monitoring, 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]
de Prado M.; Rusci M.; Donze R.; Capotondi A.; Monnerat S.; Benini L.; Pazos N., Robustifying the deployment of tinyML models for autonomous mini-vehicles, 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]
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]
