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, 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) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]
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 [Scientific article]
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 [Scientific article]Open Access
Spacone, G.; Vostrikov, S.; Kartsch, V.; Benatti, S.; Benini, L.; Cossettini, A., Tracking of Wrist and Hand Kinematics with Ultra Low Power Wearable A-mode Ultrasound, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, 19, pp. 536 - 548 [Scientific article]
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) [Contribution to conference proceedings]
Vostrikov, S.; Anderegg, M.; Benini, L.; Cossettini, A., Unsupervised Feature Extraction From Raw Data for Gesture Recognition With Wearable Ultralow-Power Ultrasound, «IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL», 2024, 71, pp. 831 - 841 [Scientific article]
Zelioli, Enrico; Ottaviano, Alessandro; Balas, Robert; Wistoff, Nils; Garofalo, Angelo; Benini, Luca, vCLIC: Towards Fast Interrupt Handling in Virtualized RISC-V Mixed-Criticality Systems, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 288 - 291 (atti di: 42nd IEEE International Conference on Computer Design, ICCD 2024, Milan, Italy, 18-20 November 2024) [Contribution to conference proceedings]
Ingolfsson, Thorir Mar; Morinigo, Victor Javier Kartsch; Cossettini, Andrea; Wang, Xiaying; Benini, Luca, VowelNet: Enhancing Communication with Wearable EEG-Based Vowel Imagery, in: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, 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) [Contribution to conference proceedings]
Zanghieri, Marcello; Rapa, Pierangelo M.; Orlandi, Mattia; Buteau, Étienne; Chamberland, Félix; Gosselin, Benoit; Benini, Luca; Benatti, Simone, Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network, in: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, 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) [Contribution to conference proceedings]
Frey, S.; Rapa, P. M.; Amidei, A.; Benatti, S.; Guermandi, M.; Kartsch, V.; Cossettini, A.; Benini, L., Wearable, Real-time Drowsiness Detection based on EEG-PPG Sensor Fusion at the Edge, in: Wearable, Real-time Drowsiness Detection based on EEG-PPG Sensor Fusion at the Edge, 2024, pp. 1 - 5 (atti di: 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS), Xi' an, 24-26 October 2024) [Contribution to conference proceedings]
Scherer, M.; Cioflan, C.; Magno, M.; Benini, L., Work in Progress: Linear Transformers for TinyML, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2024, pp. . - . (atti di: 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024, Valencia Conference Centre (VCC), esp, 2024) [Contribution to conference proceedings]
Rutishauser, Georg; Mihali, Joan; Scherer, Moritz; Benini, Luca, xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems, 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. 206 - 213 (atti di: 35th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2024, Hong Kong, Hong Kong, 24-26 July 2024) [Contribution to conference proceedings]
Ruffino, S.; Karunaratne, G.; Hersche, M.; Benini, L.; Sebastian, A.; Rahimi, A., Zero-Shot Classification Using Hyperdimensional Computing, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2024, pp. . - . (atti di: 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024, Valencia Conference Centre (VCC), esp, 2024) [Contribution to conference proceedings]
