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]
Colagrande, L.; Benini, L., Optimizing Offload Performance in Heterogeneous MPSoCs, 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]
Ottaviano, A.; Balas, R.; Sauter, P.; Eggimann, M.; Benini, L., PELS: A Lightweight and Flexible Peripheral Event Linking System for Ultra-Low Power IoT Processors, 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]
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]
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 [Scientific article]
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 [Scientific article]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) [Contribution to conference proceedings]
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 [Scientific article]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 [Scientific article]
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) [Contribution to conference proceedings]
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, pp. 21372 - 21390 [Scientific article]
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]
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]
Dan, Jonathan; Pale, Una; Amirshahi, Alireza; Cappelletti, William; Ingolfsson, Thorir Mar; Wang, Xiaying; Cossettini, Andrea; Bernini, Adriano; Benini, Luca; Beniczky, Sándor; Atienza, David; Ryvlin, Philippe, SzCORE: Seizure Community Open‐Source Research Evaluation framework for the validation of electroencephalography‐based automated seizure detection algorithms, «EPILEPSIA», 2024, ., pp. . - . [Scientific article]
