Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; Benini, Luca; Benatti, Simone, Real-Time Motor Unit Tracking from sEMG Signals with Adaptive ICA on a Parallel Ultra-Low Power Processor, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, PP, pp. 1 - 12 [articolo]
Busia, P.; Cossettini, A.; Ingolfsson, T. M.; Benatti, S.; Burrello, A.; Jung, V. J. B.; Scherer, M.; Scrugli, M. A.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Meloni, P.; Benini, L., Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, 18, Article number: 10412626, pp. 608 - 621 [articolo]Open Access
Scheffler, P.; Colagrande, L.; Benini, L., SARIS: Accelerating Stencil Computations on Energy-Efficient RISC-V Compute Clusters with Indirect Stream Registers, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 6 (atti di: 61st ACM/IEEE Design Automation Conference, DAC 2024, San Francisco CA USA, 23-27 June) [Contributo in Atti di convegno]
Mayer, Philipp; Magno, Michele; Benini, Luca, Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, Article number: 10163909, pp. 1272 - 1284 [articolo]Open Access
Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatti, Simone, sEMG-driven Hand Dynamics Estimation with Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, 18, Article number: 10559752, pp. 810 - 820 [articolo]Open Access
Prasad, Arpan Suravi; Scherer, Moritz; Conti, Francesco; Rossi, Davide; Di Mauro, Alfio; Eggimann, Manuel; Gómez, Jorge Tomás; Li, Ziyun; Sarwar, Syed Shakib; Wang, Zhao; De Salvo, Barbara; Benini, Luca, Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2024, 59, Article number: 10538116, pp. 2055 - 2069 [articolo]
Perotti, M.; Raeber, M.; Sinigaglia, M.; Cavalcante, M.; Rossi, D.; Benini, L., Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 172 - 173 (atti di: 35th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2024, Hong Kong, Hong Kong, 24-26 July 2024) [Contributo in Atti di convegno]
Kalenberg, K.; Muller, H.; Polonelli, T.; Schiaffino, A.; Niculescu, V.; Cioflan, C.; Magno, M.; Benini, L., Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, Article number: 10423569, pp. 21372 - 21390 [articolo]
Mirsalari, Seyed Ahmad; Bijar, Léo; Fariselli, Marco; Croome, Martin; Paci, Francesco; Tagliavini, Giuseppe; Benini, Luca, StreamEase: Enabling Real-Time Inference of Temporal Convolution Networks on Low-Power MCUs with Stream-Oriented Automatic Transformation, in: 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2024, pp. 1 - 4 (atti di: 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS), Nancy, France, 18-20 November 2024) [Contributo in Atti di convegno]Open Access
Paissan, F.; Nadalini, D.; Rusci, M.; Ancilotto, A.; Conti, F.; Benini, L.; Farella, E., Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE Computer Society, «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2024, pp. 2172 - 2181 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024, Seattle, WA, USA, 17-18 June 2024) [Contributo in Atti di convegno]
Schroeder, L.; Muller, H.; Polonelli, T.; Magno, M.; Benini, L., SuperBat - Advancing Obstacle Avoidance on Nano-UAVs by Fusing Ultrasonic and Laser-based Time-of-Flight Sensors, in: ISSE 2024 - 10th IEEE International Symposium on Systems Engineering, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 8 (atti di: 10th IEEE International Symposium on Systems Engineering, ISSE 2024, perugia italy, 16-19 October 2024) [Contributo in Atti di convegno]
Zhang, Yichao; Bertuletti, Marco; Riedel, Samuel; Cavalcante, Matheus; Vanelli-Coralli, Alessandro; Benini, Luca, TeraPool-SDR: An 1.89TOPS 1024 RV-Cores 4MiB Shared-L1 Cluster for Next-Generation Open-Source Software-Defined Radios, in: Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, 2024, pp. 86 - 91 (atti di: 34th Great Lakes Symposium on VLSI 2024, GLSVLSI 2024, Clearwater FL USA, 12-14 June 2024) [Contributo in Atti di convegno]
Vostrikov, S.; Tille, J.; Benini, L.; Cossettini, A., TinyProbe: A Wearable 32-channel Multi-Modal Wireless Ultrasound Probe, «IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL», 2024, PP, pp. 64 - 76 [articolo]
Valente, L.; Restuccia, F.; Rossi, D.; Kastner, R.; Benini, L., TOP: Towards Open & Predictable Heterogeneous SoCs, «IEEE TRANSACTIONS ON COMPUTERS», 2024, 73, Article number: 10633897, pp. 2678 - 2692 [articolo]Open Access
Mei, Lan; Cioflan, Cristian; Ingolfsson, Thorir Mar; Kartsch, Victor; Cossettini, Andrea; Wang, Xiaying; Benini, Luca, Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces, in: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Piscataway, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Xi'an, China, 24-26 October 2024) [Contributo in Atti di convegno]
