Burrello, Alessio; Pagliari, Daniele Jahier; Bianco, Marzia; Macii, Enrico; Benini, Luca; Poncino, Massimo; Benatti, Simone, Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. . - . (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 13-15 October 2022) [Contribution to conference proceedings]
Karunaratne G.; Hersche M.; Langeneager J.; Cherubini G.; Gallo M.L.; Egger U.; Brew K.; Choi S.; Ok I.; Silvestre C.; Li N.; Saulnier N.; Chan V.; Ahsan I.; Narayanan V.; Benini L.; Sebastian A.; Rahimi A., In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory, in: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), 2022, pp. 105 - 108 (atti di: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), Milan, Italy, 19-22 September 2022) [Contribution to conference proceedings]
Di Mauro A.; Scherer M.; Rossi D.; Benini L., Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs, in: 2022 IEEE Hot Chips 34 Symposium (HCS), 2022, pp. 1 - 19 (atti di: 2022 IEEE Hot Chips 34 Symposium (HCS), Cupertino, CA, USA, 21-23 August 2022) [Contribution to conference proceedings]
Wang, XY; Geiger, F; Niculescu, V; Magno, M; Benini, L, Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2022, 71, pp. 1 - 14 [Scientific article]
Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele, Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge, «IEEE TRANSACTIONS ON COMPUTERS», 2022, 0, pp. 744 - 758 [Scientific article]Open Access
Daghero, F; Burrello, A; Xie, C; Benini, L; Calimera, A; Macii, E; Poncino, M; Pagliari, DJ, Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers, in: IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, 2022, 661, pp. 25 - 47 (atti di: IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip, Online, 2021) [Contribution to conference proceedings]
Matheus Cavalcante; Anthony Agnesina; Samuel Riedel; Moritz Brunion; Alberto Garcia-Ortiz; Dragomir Milojevic; Francky Catthoor; Sung Kyu Lim; Luca Benini, MemPool-3D: Boosting Performance and Efficiency of Shared-L1 Memory Many-Core Clusters with 3D Integration, in: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 394 - 399 (atti di: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 14-23 march 2022) [Contribution to conference proceedings]
Bertaccini, Luca; Paulin, Gianna; Fischer, Tim; Mach, Stefan; Benini, Luca, MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V Cores, in: 2022 IEEE 29th Symposium on Computer Arithmetic (ARITH), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2022, pp. 1 - 8 (atti di: 2022 IEEE 29th Symposium on Computer Arithmetic (ARITH), Lyon, France, 12-14 September 2022) [Contribution to conference proceedings]
Mayer P.; Magno M.; Benini L., Model-based design for self-sustainable sensor nodes, «ENERGY CONVERSION AND MANAGEMENT», 2022, 272, Article number: 116335 , pp. 1 - 10 [Scientific article]Open Access
Bambini, Giovanni; Conficoni, Christian; Tilli, Andrea; Benini, Luca; Bartolini, Andrea, Modeling the Thermal and Power Control Subsystem in HPC Processors, in: 2022 IEEE Conference on Control Technology and Applications (CCTA), 2022, pp. . - . (atti di: 2022 IEEE Conference on Control Technology and Applications (CCTA), Trieste, Italy, 23-25 August 2022) [Contribution to conference proceedings]
Bartolini A.; Ficarelli F.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L., Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers, in: Proceedings of the 2022 IEEE 35th International System-on-Chip Conference (SOCC), 2022, 2022-September, pp. 1 - 6 (atti di: 2022 IEEE 35th International System-on-Chip Conference (SOCC), Belfast, 05/09/2022) [Contribution to conference proceedings]Open Access
Risso M.; Burrello A.; Benini L.; MacIi E.; Poncino M.; Pagliari D.J., Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks, in: ISLPED '22: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, 2022, pp. 1 - 6 (atti di: ISLPED '22: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, Online, 1-9-2022) [Contribution to conference proceedings]
Mohsen Seyedkazemi Ardebili; Andrea Bartolini; Luca Benini, Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach, in: Proceedings of the 19th ACM International Conference on Computing Frontiers, 2022, pp. 197 - 198 (atti di: CF'22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17-19, 2022) [Contribution to conference proceedings]
Rogenmoser, M.; Wistoff, N.; Vogel, P.; Gurkaynak, F.; Benini, L., On-Demand Redundancy Grouping: Selectable Soft-Error Tolerance for a Multicore Cluster, in: 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022, 2022-July, pp. 398 - 401 (atti di: 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Nicosia, Cyprus, 04-06 July 2022) [Contribution to conference proceedings]Open Access
Tabanelli E.; Tagliavini G.; Benini L., Optimizing Random Forest Based Inference on RISC-V MCUs at the Extreme Edge, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2022, 41, pp. 4516 - 4526 [Scientific article]Open Access
