Borghesi, Andrea; Tagliavini, Giuseppe; Lombardi, Michele; Benini, Luca; Milano, Michela, Combining learning and optimization for transprecision computing, in: Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020, pp. 10 - 18 (atti di: 17th ACM International Conference on Computing Frontiers, Catania, Italy, 1-10 June 2020) [Contributo in Atti di convegno]Open Access
Hersche M.; Rupp P.; Benini L.; Rahimi A., Compressing Subject-specific Brain-Computer Interface Models into One Model by Superposition in Hyperdimensional Space, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 246 - 251 (atti di: 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, AlpExpo Congress Centre, fra, 2020) [Contributo in Atti di convegno]
Cesarini, Daniele; Bartolini, Andrea; Borghesi, Andrea; Cavazzoni, Carlo; Luisier, Mathieu; Benini, Luca, Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2020, 31, pp. 2696 - 2709 [articolo]Open Access
Cavalcante M.; Kurth A.; Schuiki F.; Benini L., Design of an open-source bridge between non-coherent burst-based and coherent cache-line-based memory systems, in: 17th ACM International Conference on Computing Frontiers 2020, CF 2020 - Proceedings, Association for Computing Machinery, Inc, 2020, pp. 81 - 88 (atti di: 17th ACM International Conference on Computing Frontiers, CF 2020, ita, 2020) [Contributo in Atti di convegno]
Leitner C.; Vostrikov S.; Penasso H.; Hager P.A.; Cosscttini A.; Benini L.; Baumgartner C., Detection of Motor Endplates in Deep and Pennate Skeletal Muscles in-vivo using Ultrafast Ultrasound, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2020, 2020-, pp. 1 - 7 (atti di: 2020 IEEE International Ultrasonics Symposium, IUS 2020, usa, 2020) [Contributo in Atti di convegno]
Ingolfsson T.M.; Hersche M.; Wang X.; Kobayashi N.; Cavigelli L.; Benini L., EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces, in: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 2958 - 2965 (atti di: 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, Canada, 2020) [Contributo in Atti di convegno]Open Access
Daghero F.; Burrello A.; Pagliari D.J.; Benini L.; Macii E.; Poncino M., Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence, in: ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 4 (atti di: 27th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2020, gbr, 2020) [Contributo in Atti di convegno]
Jie C.; Loi I.; Benini L.; Rossi D., Energy-Efficient Two-level Instruction Cache Design for an Ultra-Low-Power Multi-core Cluster, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1734 - 1739 (atti di: 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, AlpExpo Congress Centre, fra, 2020) [Contributo in Atti di convegno]
Burrello A.; Brunelli D.; Malavisi M.; Benini L., Enhancing structural health monitoring with vehicle identification and tracking, in: 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Institute of Electrical and Electronics Engineers Inc., «... IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE.», 2020, pp. 1 - 6 (atti di: 2020 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2020, Valamar Riviera, Dubrovnik, Croatia, May 25-29, 2020) [Contributo in Atti di convegno]Open Access
Hersche M.; Sangalli S.; Benini L.; Rahimi A., Evolvable Hyperdimensional Computing: Unsupervised Regeneration of Associative Memory to Recover Faulty Components, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 281 - 285 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contributo in Atti di convegno]
Andri R.; Henriksson T.; Benini L., Extending the RISC-V ISA for efficient RNN-based 5G radio resource management, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 1 - 6 (atti di: 57th ACM/IEEE Design Automation Conference, DAC 2020, usa, 2020) [Contributo in Atti di convegno]
Wang X.; Magno M.; Cavigelli L.; Benini L., FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, Article number: 9016202, pp. 4403 - 4417 [articolo]Open Access
Tagliavini, Giuseppe; Marongiu, Andrea; Benini, Luca, FlexFloat: A Software Library for Transprecision Computing, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, pp. 145 - 156 [articolo]Open Access
Wang X.; Cavigelli L.; Eggimann M.; Magno M.; Benini L., HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data, in: 2020 IEEE Sensors Applications Symposium, SAS 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 6 (atti di: 15th IEEE Sensors Applications Symposium, SAS 2020, mys, 2020) [Contributo in Atti di convegno]
Leitner C.; Vostrikov S.; Tilp M.; Hager P.A.; Cossettini A.; Benini L.; Baumgartner C., Human fascicle strain behavior during twitch using ultrafast ultrasound, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE International Ultrasonics Symposium, IUS 2020, usa, 2020) [Contributo in Atti di convegno]
