All publications

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., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 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]

Silvano, Cristina; Ferrandi, Fabrizio; Curzel, Serena; Ielmini, Daniele; Perri, Stefania; Spagnolo, Fanny; Corsonello, Pasquale; Schifano, Sebastiano Fabio; Zambelli, Cristian; Garofalo, Angelo; Conti, Francesco; Benini, Luca, Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 Project, 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», 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]

Sauter, Philippe; Benz, Thomas; Scheffler, Paul; Poviser, Martin; Gürkaynak, Frank K.; Benini, Luca, Basilisk: A 34mm² End-to-End Open-Source 64-bit Linux-Capable RISC-V SoC in 130nm BiCMOS : Integrated Systems Laboratory (ETH Zürich), in: (ETH Zürich), 2025 IEEE Hot Chips 37 Symposium (HCS), 2025, pp. 1 - 14 (atti di: (ETH Zürich), 2025 IEEE Hot Chips 37 Symposium (HCS), Stanford, CA, USA, 24-26 August 2025) [Contribution to conference proceedings]

Schulthess, Lukas; Mayer, Philipp; Vogt, Christian; Benini, Luca; Magno, Michele, BodySense: An Expandable and Wearable-Sized Wireless Evaluation Platform for Human Body Communication, in: Conference Record - IEEE Instrumentation and Measurement Technology Conference, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «CONFERENCE PROCEEDINGS - IEEE INSTRUMENTATION/MEASUREMENT TECHNOLOGY CONFERENCE», 2025, pp. 1 - 6 (atti di: 2025 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025, Chemnitz, Germany, 19-22 May 2025) [Contribution to conference proceedings]

Brunion, Moritz; Purayil, Navaneeth Kunhi; Dell'Atti, Francesco; Lam, Sebastian; Bilgic, Refik; Tahoori, Mehdi; Benini, Luca; Ryckaert, Julien, Invited Paper: CMOS 2.0 - Redefining the Future of Scaling, in: 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2025, pp. 1 - 8 (atti di: 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD), Munich, Germany, 26-30 October 2025) [Contribution to conference proceedings]

Guo, Hang; Li, Yawei; Dai, Tao; Xia, Shu-Tao; Benini, Luca, IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models, in: Forty-second International Conference on Machine Learning ICML 2025, 2025, pp. . - . (atti di: Forty-second International Conference on Machine Learning ICML 2025, Vancouver, Canada, 13 July 2025) [Contribution to conference proceedings]

Cioflan, Cristian; Fonseca, José; Wang, Xiaying; Benini, Luca, NanoHydra: Energy-Efficient Time-Series Classification at the Edge, in: 2025 International Joint Conference on Neural Networks (IJCNN), 2025, pp. 1 - 7 (atti di: 2025 International Joint Conference on Neural Networks (IJCNN), Rome, Italy, 30 June 2025 - 05 July 2025) [Contribution to conference proceedings]

Rüegg, Thomas; Giordano, Marco; Polonelli, Tommaso; Benini, Luca; Magno, Michele, Nano VS: a Neural Perception Layer for Fully Onboard Visual Semantic Mapping on Tiny Robots, in: Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS OF ... INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS», 2025, pp. 1 - 10 (atti di: 2025 International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, 30 June 2025 - 05 July 2025) [Contribution to conference proceedings]

Prasad, Arpan Suravi; İslamoğlu, Gamze; Bertaccini, Luca; Rossi, Davide; Conti, Francesco; Benini, Luca, PACE: An Optimal Piecewise Polynomial Approximation Unit for Flexible and Efficient Transformer Non-linearity Acceleration, 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]

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]

Zhang, Chi; Colagrande, Luca; Andri, Renzo; Benz, Thomas; Islamoglu, Gamze; Nadalini, Alessandro; Conti, Francesco; Li, Yawei; Benini, Luca, FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators, 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]

Bhattacharjee, Soumyo; Villani, Federico; Vogt, Christian; Cossettini, Andrea; Benini, Luca, ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems, in: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES», 2025, pp. 1 - 5 (atti di: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), Manfredonia, Italy, 03-04 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, «IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES», 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]

Hodo, Benjamin; Polonelli, Tommaso; Moallemi, Amirhossein; Benini, Luca; Magno, Michele, EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization, in: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES», 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]

Riedel, Samuel; Zhang, Yichao; Bertuletti, Marco; Benini, Luca, Optimizing Scalable Multi-Cluster Architectures for Next-Generation Wireless Sensing and Communication, in: 2025 10th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES», 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]

Mächler, Tobias; Müller, Hanna; Wiese, Philip; Magno, Michele; Kartsch, Victor; Benini, Luca, A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart Agriculture, in: 2025 IEEE Sensors Applications Symposium (SAS), 2025, pp. 1 - 6 (atti di: 2025 IEEE Sensors Applications Symposium (SAS), Newcastle, United Kingdom, 08-10 July 2025) [Contribution to conference proceedings]

Ivanov, Andrei; Shen, Siyuan; Gottardo, Gioele; Chrapek, Marcin; Boudaoud, Afif; Schneider, Timo; Benini, Luca; Hoefler, Torsten, PerfDojo: Automated ML Library Generation for Heterogeneous Architectures, in: SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2025, pp. 137 - 151 (atti di: SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis MO USA, 16 – 21 November 2025) [Contribution to conference proceedings]

Spisani, Gabriele; Mayer, Philipp; Papa, Sofia; Greco, Francesco; Magno, Michele; Benini, Luca; Leitner, Christoph, xMasonV2: An Open-Source Model Extension for Cascaded Transducer Arrays, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

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, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]

Lu, Jinhao; Vostrikov, Sergei; Welsch, Jonas; Angerer, Martin; Benini, Luca; Rohling, Robert; Cretu, Edmond, Compact Low-Cost Wireless Ultrasonic System for Non-Destructive Testing and Wearables, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contribution to conference proceedings]