Benz, T.; Ottaviano, A.; Balas, R.; Garofalo, A.; Restuccia, F.; Biondi, A.; Benini, L., AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs, 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]
Muller, H.; Kartsch, V.; Magno, M.; Benini, L., BatDeck: Advancing Nano-Drone Navigation with Low-Power Ultrasound-Based Obstacle Avoidance, in: IEEE Sensors Applications Symposium (SAS), 2024, ., pp. 1 - 6 (atti di: IEEE Sensors Applications Symposium (SAS), naples, italy, 23-25 July) [Contribution to conference proceedings]
Benfenati, L.; Ingolfsson, T. M.; Cossettini, A.; Pagliari, D. J.; Burrello, A.; Benini, L., BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring, in: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., 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) [Contribution to conference proceedings]
Ingolfsson, T. M.; Wang, X.; Chakraborty, U.; Benatti, S.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Beniczky, S.; Benini, L.; Cossettini, A., BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, 18, Article number: 10511055 , pp. 720 - 733 [Scientific article]Open Access
Potocnik, V.; Di Mauro, A.; Lamberti, L.; Kartsch, V.; Scherer, M.; Conti, F.; Benini, L., Circuits and Systems for Embodied AI: Exploring uJ Multi-Modal Perception for Nano-UAVs on the Kraken Shield, in: European Solid-State Circuits Conference, IEEE Computer Society, 2024, pp. 1 - 4 (atti di: 50th IEEE European Solid-State Electronics Research Conference, ESSERC 2024, Bruges, Belgium, 09-12 September 2024) [Contribution to conference proceedings]
Dequino, Alberto; Carpegna, Alessio; Nadalini, Davide; Savino, Alessandro; Benini, Luca; Di Carlo, Stefano; Conti, Francesco, Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks, in: Titolo volume non avvalorato, 2024, 1, pp. 240 - 245 (atti di: 2024 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Knoxville, TN, USA, 01-03 July 2024) [Contribution to conference proceedings]
Tedeschi, Riccardo; Valente, Luca; Ottavi, Gianmarco; Zelioli, Enrico; Wistoff, Nils; Giacometti, Massimiliano; Basit Sajjad, Abdul; Benini, Luca; Rossi, Davide, Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor, «WORKS IN PROGRESS IN EMBEDDED COMPUTING JOURNAL», 2024, 10, pp. 1 - 5 [Scientific article]Open Access
Balas, R.; Ottaviano, A.; Benini, L., CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V Microcontrollers, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2024, 32, pp. 1032 - 1044 [Scientific article]
Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Wiese, Philip; Bompani, Luca; Burrello, Alessio; Conti, Francesco; Benini, Luca, Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2024, 43, pp. 4009 - 4020 [Scientific article]Open Access
Lamberti, L.; Bellone, L.; Macan, L.; Natalizio, E.; Conti, F.; Palossi, D.; Benini, L., Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, Article number: 10606040 , pp. 33269 - 33281 [Scientific article]Open Access
Rapa, P. M.; Orlandi, M.; Amidei, A.; Burrello, A.; Rabbeni, R.; Pavan, P.; Benini, L.; Benatti, S., Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs, in: 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 124 - 128 (atti di: 6th IEEE International Conference on AI Circuits and Systems, AICAS 2024, Abu Dhabi, United Arab Emirates, 22-25 April 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]
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]
Mazzola, S.; Riedel, S.; Benini, L., Enabling Efficient Hybrid Systolic Computation in Shared-L1-Memory Manycore Clusters, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2024, 32, pp. 1602 - 1615 [Scientific article]
Burrello, A.; Risso, M.; Motetti, B. A.; Macii, E.; Benini, L.; Pagliari, D. J., Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2024, 12, Article number: 10278089 , pp. 780 - 794 [Scientific article]Open Access
