Pang, Hong; Cappetta, Carmine; Massa, Riccardo; Vasilopoulos, Athanasios; Ferro, Elena; Islamoglu, Gamze; Garofalo, Angelo; Conti, Francesco; Benini, Luca; Boybat, Irem; Boesch, Thomas, Multi-Mode Borderguard Controllers for Efficient On-Chip Communication in Heterogeneous Digital/Analog Neural Processing Units, 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]
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., 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]
İslamoğlu, Gamze; Bertaccini, Luca; Prasad, Arpan Suravi; Conti, Francesco; Garofalo, Angelo; Benini, Luca, MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 81 - 84 (atti di: 36th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2025, can, 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., 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]
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]
Benini, Luca; Gupta, Rajesh K., Networks-on-Chip and High-Level Synthesis: The Power of Abstraction [Special Section on 2025 IEEE Kirchhoff Award], «IEEE CIRCUITS AND SYSTEMS MAGAZINE», 2025, 25, pp. 29 - 31 [Scientific article]
Orlandi, Mattia; Rapa, Pierangelo Maria; Baracat, Farah; Benini, Luca; Donati, Elisa; Benatti, Simone, Neural Strategies for Upper Limb Movements: Motor Unit Control during Dynamic Contractions at Increasing Speeds, in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 14-17 July 2025) [Contribution to conference proceedings]
Conti, Francesco; Garofalo, Angelo; Rossi, Davide; Tagliavini, Giuseppe; Benini, Luca, Open Source Heterogeneous SoCs for Artificial Intelligence: The PULP Platform experience, «IEEE SOLID-STATE CIRCUITS MAGAZINE», 2025, 17, Article number: 11044967 , pp. 49 - 60 [Scientific article]
Kartsch, Victor; Benatti, Simone; Artoni, Fiorenzo; Micera, Silvestro; Benini, Luca, Open-source RISC-V platforms for embedded medical grade EMG processing: Are we there yet?, «MICROPROCESSORS AND MICROSYSTEMS», 2025, ., pp. . - . [Scientific article]
Dequino, Alberto; Bompani, Luca; Benini, Luca; Conti, Francesco, Optimizing BFloat16 Deployment of Tiny Transformers on Ultra-Low Power Extreme Edge SoCs, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2025, 15, Article number: 8 , pp. 1 - 26 [Scientific article]Open Access
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, 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]
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]
Prasad, Arpan Suravi; İslamoğlu, Gamze; Bertaccini, Luca; Rossi, Davide; Conti, Francesco; Benini, Luca, PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration, in: 2025 IEEE 43rd International Conference on Computer Design (ICCD), 2025, pp. 111 - 118 (atti di: 2025 IEEE 43rd International Conference on Computer Design (ICCD), Richardson, TX, USA, 10-12 November 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]
Poveda Rodrigo, Javier Jesus; Hamdi, Mohamed Amine; Koenig, Cyril; Burrello, Alessio; Jahier Pagliari, Daniele; Benini, Luca, POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform, in: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025, pp. 224 - 225 (atti di: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, Cagliari Italy, 28-30 May 2025) [Contribution to conference proceedings]
