Bambini G.; Balas R.; Conficoni C.; Tilli A.; Benini L.; Benatti S.; Bartolini A., An Open-Source Scalable Thermal and Power Controller for HPC Processors, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 364 - 367 (atti di: 38th IEEE International Conference on Computer Design, ICCD 2020, usa, 2020) [Contributo in Atti di convegno]Open Access
Cavalcante, M.; Schuiki, F.; Zaruba, F.; Schaffner, M.; Benini, L., Ara: A 1-GHz+ Scalable and Energy-Efficient RISC-V Vector Processor with Multiprecision Floating-Point Support in 22-nm FD-SOI, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2020, 28, Article number: 8918510, pp. 530 - 543 [articolo]Open Access
Kurth A.; Riedel S.; Zaruba F.; Hoefler T.; Benini L., ATUNs: Modular and scalable support for atomic operations in a shared memory multiprocessor, 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]
Mayer P.; Magno M.; Benini L., A2Event: A Micro-Watt Programmable Frequency-Time Detector for Always-On Energy-Neutral Sensing, «SUSTAINABLE COMPUTING», 2020, 25, Article number: 100368, pp. 1 - 11 [articolo]
Hersche, Michael; Benini, Luca; Rahimi, Abbas, Binarization Methods for Motor-Imagery Brain–Computer Interface Classification, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2020, 10, Article number: 9226445, pp. 567 - 577 [articolo]Open Access
Hersche M.; Benini L.; Rahimi A., Binary Models for Motor-Imagery Brain-Computer Interfaces: Sparse Random Projection and Binarized SVM, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 163 - 167 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contributo in Atti di convegno]
Prado, Miguel De; Su, Jing; Saeed, Rabia; Keller, Lorenzo; Vallez, Noelia; Anderson, Andrew; Gregg, David; Benini, Luca; Llewellynn, Tim; Ouerhani, Nabil; Dahyot, Rozenn; Pazos, Nuria, Bonseyes AI Pipeline—Bringing AI to You, «ACM TRANSACTIONS ON THE INTERNET OF THINGS», 2020, 1, pp. 1 - 25 [articolo]
Samore A.; Rusci M.; Lazzaro D.; Melpignano P.; Benini L.; Morigi S., BrightNet: A Deep CNN for OLED-Based Point of Care Immunofluorescent Diagnostic Systems, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2020, 69, Article number: 9000726, pp. 6766 - 6775 [articolo]Open Access
Balkind J.; Lim K.; Schaffner M.; Gao F.; Chirkov G.; Li A.; Lavrov A.; Nguyen T.M.; Fu Y.; Zaruba F.; Gulati K.; Benini L.; Wentzlaff D., BYOC: A "bring your own core" framework for heterogeneous-ISA research, in: International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, Association for Computing Machinery, 2020, pp. 699 - 714 (atti di: 25th International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2020, che, 2020) [Contributo in Atti di convegno]
Cavigelli L.; Benini L., CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY», 2020, 30, Article number: 8661604, pp. 1451 - 1465 [articolo]Open Access
Capotondi A.; Rusci M.; Fariselli M.; Benini L., CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS», 2020, 67, Article number: 9049084, pp. 871 - 875 [articolo]Open Access
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]