All publications

Potocnik, Viviane; Colagrande, Luca; Fischer, Tim; Bertaccini, Luca; Pagliari, Daniele Jahier; Burrello, Alessio; Benini, Luca, Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V Platform, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR ARTIFICIAL INTELLIGENCE», 2024, 1, pp. 37 - 52 [Scientific article]

Chiasserini, Carla Fabiana; Bizzarri, Simone; Costa, Cristina Emilia; Davoli, Gianluca; Llorca, Jaime; Lucrezia, Vincenzo Luciano; Malandrino, Francesco; Miano, Sebastiano; Molinaro, Antonella; Palazzo, Sergio; Risso, Fulvio; Ronzani, Daniele; Salsano, Stefano; Verticale, Giacomo, Morphable Networks For Cross-Layer And Cross-Domain Programmability: A Novel Network Paradigm, «IEEE VEHICULAR TECHNOLOGY MAGAZINE», 2024, 19, pp. 68 - 77 [Scientific article] Open Access

Vulfovich, A.; Kolesnik, S.; Yuhimenko, V.; Sitbon, M.; Mandrioli, R.; Kuperman, A., Extending Feasible Load-Independent Voltage Gain Range in Wireless Power Transfer Links, in: 2024 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2024, ita, 2024) [Contribution to conference proceedings]

Bertaccini, Luca; Shen, Siyuan; Hoefler, Torsten; Benini, Luca, Extending RISC-V for Efficient Overflow Recovery in Mixed-Precision Computations, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 268 - 275 (atti di: 42nd IEEE International Conference on Computer Design, ICCD 2024, Milan, Italy, 18-20 November 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]

Koenig, Cyril; Forsberg, Björn; Benini, Luca, HeroSDK: Streamlining Heterogeneous RISC-V Accelerated Computing from Embedded to High-Performance Systems, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 280 - 287 (atti di: 42nd IEEE International Conference on Computer Design, ICCD 2024, Milan, Italy, 18-20 November 2024) [Contribution to conference proceedings]

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]

Wessner, Marc-Andre; Villani, Federico; Papa, Sofia; Keller, Kirill; Ferrari, Laura; Greco, Francesco; Benini, Luca; Leitner, Christoph, PEtra: A Flexible and Open-Source PE Loop Tracer for Polymer Thin-Film Transducers, in: IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 4 (atti di: 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024, Taipei, Taiwan, 22-26 September 2024) [Contribution to conference proceedings]

Vostrikov, Sergei; Tille, Josquin; Nazemtsev, Ilia; Benini, Luca; Cossettini, Andrea, Open-Source Fully-Programmable Flow Phantom for Doppler Ultrasound, in: IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 4 (atti di: 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024, Taipei, Taiwan, 22-26 September 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]

Guindani, Bruno; Molan, Martin; Bartolini, Andrea; Benini, Luca, Exploring the Utility of Graph Methods in HPC Thermal Modeling, in: ICPE 2024 - Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 106 - 111 (atti di: 15th ACM/SPEC International Conference on Performance Engineering, ICPE 2024, London United Kingdom, 7-11 May 2024) [Contribution to conference proceedings]

Benz, Thomas; Scheffler, Paul; Holborn, Jennifer; Benini, Luca, DUTCTL: A Flexible Open-Source Framework for Rapid Bring-Up, Characterization, and Remote Operation of Custom-Silicon RISC-V SoCs, in: RISC-V Summit Europe 2024, 2024, pp. . - . (atti di: RISC-V Summit Europe 2024, Munich, Germany, June 24-28, 2024) [Contribution to conference proceedings]

Wistoff, Nils; Balas, Robert; Ottaviano, Alessandro; Heiser, Gernot; Benini, Luca, ISA Support for Hardware Resource Partitioning in RISC-V, in: RISC-V Summit Europe 2024, 2024, pp. . - . (atti di: RISC-V Summit Europe 2024, Munich, Germany, June 24-28 2024) [Contribution to conference proceedings]

Villani, Federico; Mathys, Sevrin; Özsoy, Çağla; Deán-Ben, Xosé Luís; Cossettini, Andrea; Magno, Michele; Razansky, Daniel; Benini, Luca, FPGA-Accelerated Hybrid Lossless and Lossy Compression for Next-Generation Portable Optoacoustic Platforms, in: IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024, Taipei, Taiwan, 22-26 September 2024) [Contribution to conference proceedings]

Burrello, Alessio; Carlucci, Francesco; Pollo, Giovanni; Wang, Xiaying; Poncino, Massimo; Macii, Enrico; Benini, Luca; Pagliari, Daniele Jahier, Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables, 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]

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) [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]

Rapa, Pierangelo M.; Orlandi, Mattia; Zanghieri, Marcello; Benini, Luca; Benatti, Simone, Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing, 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]

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) [Contribution to conference proceedings]