All publications

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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]

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., «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) [Contribution to conference proceedings] 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, «PROCEEDINGS OF ESSCIRC», 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]

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, «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 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]

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) [Contribution to conference proceedings]

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, New York, 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) [Contribution to conference proceedings] 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) [Contribution to conference proceedings]

Riedel, S.; Gantenbein, M.; Ottaviano, A.; Hoefler, T.; Benini, L., LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems Through Polling-Free and Retry-Free Operation, 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) [Contribution to conference proceedings]

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., «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) [Contribution to conference proceedings]

Ferro, E.; Vasilopoulos, A.; Lammie, C.; Gallo, M. L.; Benini, L.; Boybat, I.; Sebastian, A., A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing, in: 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 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, Singapore, 19-22 May 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]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Valentini, L.; Mirri, A.; Paolini, E., Feedback-Aided Coded Random Access with Intentional Power Unbalance, «IEEE TRANSACTIONS ON COMMUNICATIONS», 2024, 73, pp. 230 - 244 [Scientific article] Open Access

Dehkordi, Saeid K.; Pucci, Lorenzo; Jung, Peter; Giorgetti, Andrea; Paolini, Enrico; Caire, Giuseppe, Multistatic Parameter Estimation in the Near/Far Field for Integrated Sensing and Communication, «IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS», 2024, 23, pp. 17929 - 17944 [Scientific article] Open Access

Falanga, M.; Cortesi, C.; Chiaravalloti, A.; Monte, A. D.; Tomasi, C.; Corsi, C., A digital twin approach for stroke risk assessment in Atrial Fibrillation Patients, «HELIYON», 2024, 10, pp. 1 - 12 [Scientific article]

Reali, A.; Alemanno, A.; Rossi, C.; Florian, C., Accurate Evaluation of Commutations of 650 V GaN Power Switches Assisted by Electromagnetic Simulations in a 7 kW Dual Active Bridge Converter for Automotive Battery Charging Applications, «ELECTRONICS», 2024, 13, pp. 1 - 31 [Scientific article] Open Access

Reali, A.; Alemanno, A.; Ronchi, F.; Rossi, C.; Florian, C., Development of GaN-Based, 6.6 kW, 450 V, Bi-Directional On-Board Charger with Integrated 1 kW, 12 V Auxiliary DC-DC Converter with High Power Density, «MICROMACHINES», 2024, 15, pp. 1 - 35 [Scientific article] Open Access