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Luca Benini

Professore ordinario

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Settore scientifico disciplinare: IINF-01/A Elettronica

Pubblicazioni

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, pp. 2678 - 2692 [articolo]

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, 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]

Amidei, Andrea; Rapa, Pierangelo Maria; Tagliavini, Giuseppe; Rabbeni, Roberto; Benini, Luca; Pavan, Paolo; Benatti, Simone, Unobtrusive Multimodal Monitoring of Physiological Signals for Driver State Analysis, «IEEE SENSORS JOURNAL», 2024, 1, pp. 1 - 1 [articolo]

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 [articolo]

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) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

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., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2024, pp. . - . (atti di: 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024, Valencia Conference Centre (VCC), esp, 2024) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

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., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2024, pp. . - . (atti di: 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024, Valencia Conference Centre (VCC), esp, 2024) [Contributo in Atti di convegno]

Wibowo, Y. E.; Cioflan, C.; Ingolfsson, T. M.; Hersche, M.; Zhao, L.; Rahimi, A.; Benini, L., 12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2024, pp. . - . (atti di: 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024, Valencia Conference Centre (VCC), esp, 2024) [Contributo in Atti di convegno]

Das, S.; Riedel, S.; Bertuletti, M.; Benini, L.; Brunion, M.; Ryckaert, J.; Myers, J.; Biswas, D.; Milojevic, D., 3D Partitioning with Pipeline Optimization for Low-Latency Memory Access in Many-Core SoCs, in: Proceedings - IEEE International Symposium on Circuits and Systems, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS PROCEEDINGS», 2024, pp. 1 - 5 (atti di: 2024 IEEE International Symposium on Circuits and Systems, ISCAS 2024, sgp, 2024) [Contributo in Atti di convegno]

Kühne, Jonas; Magno, Michele; Benini, Luca, A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 143 - 148 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023) [Contributo in Atti di convegno]

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