Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco, SoftEx: A Low Power and Flexible Softmax Accelerator with Fast Approximate Exponentiation, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 2 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, france, 31 March 2025 - 02 April 2025) [Contribution to conference proceedings]
Perotti, M.; Riedel, S.; Cavalcante, M.; Benini, L., Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2025, 44, pp. 2488 - 2502 [Scientific article]
Manoni, Simone; Scheffler, Paul; Zanatta, Luca; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea, SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Centre de Congres de Lyon, fra, 2025) [Contribution to conference proceedings]Open Access
Schönleber, Jannis; Cavigelli, Lukas; Perotti, Matteo; Benini, Luca; Andri, Renzo, Stella Nera: A Differentiable Maddness-Based Hardware Accelerator for Efficient Approximate Matrix Multiplication, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE Computer Society, 2025, pp. 1 - 6 (atti di: 28th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, 06-09 July 2025) [Contribution to conference proceedings]
Giordano, Marco; Bonazzi, Pietro; Benini, Luca; Magno, Michele, Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller, in: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2025, pp. 1 - 6 (atti di: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), Manfredonia, Italy, 03-04 July 2025) [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», 2025, 66, pp. 14 - 24 [Scientific article]Open Access
Colagrande, Luca; Benini, Luca, Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2025, 36, pp. 1193 - 1205 [Scientific article]
Shen, Diyou; Zhang, Yichao; Bertuletti, Marco; Benini, Luca, TCDM Burst Access: Breaking the Bandwidth Barrier in Shared-L1 RVV Clusters Beyond 1000 FPUs, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, France, 31 March 2025 - 02 April 2025) [Contribution to conference proceedings]
Zhang, Yichao; Fu, Zexin; Fischer, Tim; Li, Yinrong; Bertuletti, Marco; Benini, Luca, TeraNOC: A Multi-Channel 32-Bit Fine-Grained, Hybrid Mesh-Crossbar Noc for Efficient Scale-Up of 1000+ Core Shared-L1-Memory Clusters, in: 2025 IEEE 43rd International Conference on Computer Design (ICCD), 2025, pp. 610 - 617 (atti di: 2025 IEEE 43rd International Conference on Computer Design (ICCD), Richardson, TX, USA, 10-12 November 2025) [Contribution to conference proceedings]
Zhang, Yichao; Bertuletti, Marco; Zhang, Chi; Riedel, Samuel; Shen, Diyou; Wang, Bowen; Vanelli-Coralli, Alessandro; Benini, Luca, TeraPool: A Physical Design Aware, 1024 RISC-V Cores Shared-L1-Memory Scaled-Up Cluster Design With High Bandwidth Main Memory Link, «IEEE TRANSACTIONS ON COMPUTERS», 2025, 74, pp. 3667 - 3681 [Scientific article]
Wiese, Philip; İslamoğlu, Gamze; Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Burrello, Alessio; Conti, Francesco; Benini, Luca, Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow, «IEEE DESIGN & TEST», 2025, 42, Article number: 10833747 , pp. 63 - 72 [Scientific article]Open Access
Spacone, Giusy; Frey, Sebastian; Leitner, Christoph; Benini, Luca; Cossettini, Andrea, Towards Fully Wearable Muscle Fatigue Assessment with A-mode Ultrasound, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]
Liang, Chaoqun; Benz, Thomas; Ottaviano, Alessandro; Garofalo, Angelo; Benini, Luca; Rossi, Davide, Towards Reliable Systems: A Scalable Approach to AXI4 Transaction Monitoring, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, France, 31 March 2025 - 02 April 2025) [Contribution to conference proceedings]
Zanella, Samuel; Barchi, Francesco; Moallemi, Amirhossein; Longo, Monica; Salvaro, Mattia; Darò, Paola; Benini, Luca; Acquaviva, Andrea, Traffic Load Estimation via Time-Frequency Analysis of Dynamic Monitoring Data and Deep Learning, in: Lecture Notes in Civil Engineering, Springer Science and Business Media Deutschland GmbH, 2025, 674 LNCE, pp. 763 - 772 (atti di: 11th International Conference on Experimental Vibration Analysis for Civil Engineering Structures, EVACES 2025, prt, 2025) [Contribution to conference proceedings]
Rogenmoser, Michael; Wiese, Philip; Forlin, Bruno Endres; Gürkaynak, Frank K.; Rech, Paolo; Menicucci, Alessandra; Ottavi, Marco; Benini, Luca, Trikarenos: Design and Experimental Characterization of a Fault-Tolerant 28-nm RISC-V-Based SoC, «IEEE TRANSACTIONS ON NUCLEAR SCIENCE», 2025, 72, pp. 2783 - 2792 [Scientific article]
