Baracat, Farah; Zanghieri, Marcello; Benini, Luca; Farina, Dario; Indiveri, Giacomo; Benatti, Simone; Donati, Elisa, Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression, in: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., «IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS», 2024, pp. 1 - 4 (atti di: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, Orlando, FL, USA, 15-19 July 2024) [Contributo in Atti di convegno]
Wang, Xiaying; Hersche, Michael; Magno, Michele; Benini, Luca, MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain–Machine Interfaces With EEG Channel Selection, «IEEE SENSORS JOURNAL», 2024, 24, pp. 8835 - 8847 [articolo]
Perotti, M.; Zhang, Y.; Cavalcante, M.; Mustafa, E.; Benini, L., MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication, 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]
Conti, Francesco; Paulin, Gianna; Garofalo, Angelo; Rossi, Davide; Di Mauro, Alfio; Rutishauser, Georg; Ottavi, Gianmarco; Eggimann, Manuel; Okuhara, Hayate; Benini, Luca, Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2???8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2024, 59, Article number: 10269153, pp. 128 - 142 [articolo]Open Access
Bertaccini, L.; Paulin, G.; Cavalcante, M.; Fischer, T.; Mach, S.; Benini, L., MiniFloats on RISC-V Cores: ISA Extensions With Mixed-Precision Short Dot Products, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2024, 12, pp. 1040 - 1055 [articolo]
Ingolfsson, T. M.; Benatti, S.; Wang, X.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Beniczky, S.; Benini, L.; Cossettini, A., Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers, «SCIENTIFIC REPORTS», 2024, 14, Article number: 2980, pp. 1 - 16 [articolo]Open Access
Bompani, L.; Rusci, M.; Palossi, D.; Conti, F.; Benini, L., Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems, 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. 2182 - 2190 (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]
Manoni, S.; Scheffler, P.; Di Mauro, A.; Zanatta, L.; Acquaviva, A.; Benini, L.; Bartolini, A., NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores, in: Proceedings of the 21st ACM International Conference on Computing Frontiers 2024 Workshops and Special Sessions, CF 2024 Companion, Association for Computing Machinery, Inc, 2024, pp. 79 - 82 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, 7-9 May 2024) [Contributo in Atti di convegno]
Niculescu, V.; Polonelli, T.; Magno, M.; Benini, L., NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, pp. 13584 - 13607 [articolo]
Zhang, C.; Scheffler, P.; Benz, T.; Perotti, M.; Benini, L., Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV, 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]
Khalilov, M.; Chrapek, M.; Shen, S.; Vezzu, A.; Benz, T.; Di Girolamo, S.; Schneider, T.; De Sensi, D.; Benini, L.; Hoefler, T., OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs, in: Proceedings of the 2024 USENIX Annual Technical Conference, ATC 2024, USENIX Association, 2024, pp. 247 - 263 (atti di: 2024 USENIX Annual Technical Conference, ATC 2024, SANTA CLARA, CA, USA, JULY 10–12, 2024) [Contributo in Atti di convegno]
Paulin, G.; Scheffler, P.; Benz, T.; Cavalcante, M.; Fischer, T.; Eggimann, M.; Zhang, Y.; Wistoff, N.; Bertaccini, L.; Colagrande, L.; Ottavi, G.; Gurkaynak, F. K.; Rossi, D.; Benini, L., Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-Based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET, in: Digest of Technical Papers - Symposium on VLSI Technology, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 2 (atti di: 2024 IEEE Symposium on VLSI Technology and Circuits, VLSI Technology and Circuits 2024, Honolulu, HI, USA, 16-20 June 2024) [Contributo in Atti di convegno]
Cioflan, C.; Cavigelli, L.; Rusci, M.; De Prado, M.; Benini, L., On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems, in: 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 6 - 10 (atti di: 6th IEEE International Conference on AI Circuits and Systems, AICAS 2024, Abu Dhabi, United Arab Emirates, 22-25 April 2024) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
