Garofalo, A; Ottavi, G; Conti, F; Karunaratne, G; Boybat, I; Benini, L; Rossi, D, A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2022, 12, pp. 422 - 435 [Scientific article]Open Access
Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini, A High SNR, Low-Latency Dry EMG Acquisition System for Unobtrusive HMI Devices, in: IEEE BioCAS Conference Proceedings 2022, 2022, pp. 544 - 548 (atti di: IEEE BioCAS Conference 2022, Taipei (TW), 13-15 October 2022) [Contribution to conference proceedings]
Montagna F.; Mach S.; Benatti S.; Garofalo A.; Ottavi G.; Benini L.; Rossi D.; Tagliavini G., A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2022, 33, pp. 1038 - 1053 [Scientific article]Open Access
Perotti M.; Cavalcante M.; Wistoff N.; Andri R.; Cavigelli L.; Benini L., A 'New Ara' for Vector Computing: An Open Source Highly Efficient RISC-V V 1.0 Vector Processor Design, in: 2022 IEEE 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2022, 2022-July, pp. 43 - 51 (atti di: 2022 IEEE 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP), Gothenburg, Sweden, 12-14 July 2022) [Contribution to conference proceedings]
Cossettini, A; Taranov, K; Vogt, C; Magno, M; Hoefler, T; Benini, L, A RDMA Interface for Ultra-Fast Ultrasound Data-Streaming over an Optical Link, in: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 80 - 83 (atti di: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 14-23 march 2022) [Contribution to conference proceedings]
Marco Guermandi, Andrea Cossettini, Simone Benatti, Luca Benini, A Wireless System for EEG Acquisition and Processing in an Earbud Form Factor with 600 Hours Battery Lifetime, in: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, pp. 3139 - 3145 (atti di: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, 11-15 / 7 /2022) [Contribution to conference proceedings]Open Access
Scherer, M; Di Mauro, A; Rutishauser, G; Fischer, T; Benini, L, A 1036 TOp/s/W, 12.2 mW, 2.72 mu J/Inference All Digital TNN Accelerator in 22 nm FDX Technology for TinyML Applications, in: 2022 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 1 - 3 (atti di: Symposium in Low-Power and High-Speed Chips (COOL CHIPS), Tokyo, Japan, 20-22 april 2022) [Contribution to conference proceedings]
Castaieda O.; Benini L.; Studer C., A 283 pJ/b 240 Mb/s Floating-Point Baseband Accelerator for Massive MU-MIMO in 22FDX, in: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), 2022, pp. 357 - 360 (atti di: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), Milan, Italy, 19-22 September 2022) [Contribution to conference proceedings]
Burrello, A; Sintoni, G; Brunelli, D; Benini, L, Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring, in: IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 439 - 442 (atti di: AICAS, Korea, 2022) [Contribution to conference proceedings]Open Access
Vostrikov, S; Cossettini, A; Leitner, C; Baumgartner, C; Benini, L, AEPUS: a tool for the Automated Extraction of Pennation angles in Ultrasound images with low Signal-to-noise ratio for plane-wave imaging, in: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, 2022, pp. 1520 - 1526 (atti di: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, Scotland, United Kingdom, 11 - 15 July 2022) [Contribution to conference proceedings]
Polonelli T.; Deparday J.; Muller H.; Fischer R.; Benini L.; Barber S.; Magno M., Aerosense: Long-Range Bluetooth Wireless Sensor Node for Aerodynamic Monitoring on Wind Turbine Blades, «JOURNAL OF PHYSICS. CONFERENCE SERIES», 2022, 2265, Article number: 022074 , pp. 1 - 11 [Scientific article]Open Access
Liao, JW; Widmer, L; Wang, XY; Di Mauro, A; Nason-Tomaszewski, SR; Chestek, CA; Benini, L; Jang, T, An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface, in: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 134 - 137 (atti di: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Incheon, Korea Republic of, 13-15 June) [Contribution to conference proceedings]
Tommaso Polonelli; Michele Magno; Vlad Niculescu; Luca Benini; David Boyle, An open platform for efficient drone-to-sensor wireless ranging and data harvesting, «SUSTAINABLE COMPUTING», 2022, 35, Article number: 100734 , pp. 100734 - 1 [Scientific article]Open Access
Molan, M; Borghesi, A; Benini, L; Bartolini, A, Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models, in: Euro-Par 2022: Parallel Processing. Euro-Par 2022. Lecture Notes in Computer Science, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, 2022, 13440, pp. 171 - 185 (atti di: Euro-Par 2022: Parallel Processing, Glasgow, 22-26 Agosto 2022) [Contribution to conference proceedings]Open Access
Hafthorsdottir, S; Vostrikov, S; Cossettini, A; Rieder, M; Leitner, C; Magno, M; Benini, L, Automatic Extraction of Muscle Fascicle Pennation Angle from Raw Ultrasound Data, in: 2022 IEEE Sensors Applications Symposium (SAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 1 - 5 (atti di: 2022 IEEE Sensors Applications Symposium (SAS), Sundsvall, Sweden, 1 - 3 August 2022) [Contribution to conference proceedings]
