Mirsalari, Seyed Ahmad; Fariselli, Marco; Bijar, Léo; Paci, Francesco; Benini, Luca; Tagliavini, Giuseppe, Enabling Real-Time Streaming Temporal Convolution Network Inference on Ultra-Low-Power Microcontrollers, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, New York (USA), IEEE Computer Society, 2025, pp. 1 - 6 (atti di: 28th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata (Greece), 06-09 luglio 2025) [Contribution to conference proceedings]
Sinigaglia, Mattia; Kiamarzi, Amirhossein; Bertuletti, Marco; Ghionda, Luigi; Orlandi, Mattia; Tedeschi, Riccardo; Di Giampietro, Aurora; Tortorella, Yvan; Bertaccini, Luca; Benatti, Simone; Tagliavini, Giuseppe; Benini, Luca; Conti, Francesco; Rossi, Davide, Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2025, 72, pp. 1 - 15 [Scientific article]
Jebali, Fatma; Andriamisaina, Caaliph; Jan, Mathieu; Ecker, Wolfgang; Egert, Florian; Fischer, Bernhard; Burrello, Alessio; Pagliari, Daniele Jahier; Vinco, Sara; Tagliavini, Giuseppe; Feldner, Ingo; Mauderer, Andreas; Sauer, Axel; Kristmundsson, Arnór; Schober, Alexander; Bernier, Téo; Käyrä, Matti; Schlichtmann, Ulf; Jonack, Rocco, Multi-Partner Project: Advancing the EDA Tools Landscape for the European RISC-V Ecosystem in TRISTAN, in: 2025 Design, Automation & Test in Europe (DATE), Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 6 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lione (Francia), 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]
Cocchieri, Alessio; Frisoni, Giacomo; Martinez Galindo, Marcos; Moro, Gianluca; Tagliavini, Giuseppe; Candoli, Francesco, OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description, in: Findings of the Association for Computational Linguistics: NAACL 2025, 2025, pp. 1 - 20 (atti di: 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, Albuquerque, New Mexico, April 29-May 4, 2025) [Contribution to conference proceedings]Open Access
Kiamarzi, Amirhossein; Moallemi, Amirhossein; Zonzini, Federica; Brunelli, Davide; Rossi, Davide; Tagliavini, Giuseppe, Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device, «IEEE INTERNET OF THINGS JOURNAL», 2025, 12, Article number: 10955689 , pp. 24230 - 24243 [Scientific article]
Magnani, Gabriele; Cattaneo, Daniele; Denisov, Lev; Tagliavini, Giuseppe; Agosta, Giovanni; Cherubin, Stefano, Synergistic Memory Optimisations: Precision Tuning in Heterogeneous Memory Hierarchies, «IEEE TRANSACTIONS ON COMPUTERS», 2025, 74, pp. 3168 - 3180 [Scientific article]
Amidei, Andrea; Rapa, Pierangelo Maria; Tagliavini, Giuseppe; Rabbeni, Roberto; Benini, Luca; Pavan, Paolo; Benatti, Simone, Unobtrusive Multimodal Monitoring of Physiological Signals for Driver State Analysis, «IEEE SENSORS JOURNAL», 2025, 25, Article number: 10497535 , pp. 7809 - 7818 [Scientific article]Open Access
Cocchieri, Alessio; Martínez Galindo, Marcos; Frisoni, Giacomo; Moro, Gianluca; Sartori, Claudio; Tagliavini, Giuseppe, ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions, in: Findings of the Association for Computational Linguistics: ACL 2025, 2025, pp. 15594 - 15616 (atti di: The 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, Austria, July 27–August 1st, 2025) [Contribution to conference proceedings]Open Access
Mazzoni, Benedetta; Bompani, Luca; Orlandi, Mattia; Benatti, Simone; Tagliavini, Giuseppe, Balancing Accuracy and Energy Efficiency on Ultra-Low-Power Platforms for ECG Analysis, in: 2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 6 (atti di: 2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024, Londra (Regno Unito), 2024) [Contribution to conference proceedings]
Kiamarzi, Amirhossein; Rossi, Davide; Tagliavini, Giuseppe, QR-PULP: Streamlining QR Decomposition for RISC-V Parallel Ultra-Low-Power Platforms, in: Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 147 - 154 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia (Italia), 2024) [Contribution to conference proceedings]
Magnani, Gabriele; Cattaneo, Daniele; Denisov, Lev; Tagliavini, Giuseppe; Agosta, Giovanni; Cherubin, Stefano, SeTHet - Sending Tuned numbers over DMA onto Heterogeneous clusters: an automated precision tuning story, in: Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 258 - 266 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia (Italia), 2024) [Contribution to conference proceedings]
Mirsalari, Seyed Ahmad; Bijar, Léo; Fariselli, Marco; Croome, Martin; Paci, Francesco; Tagliavini, Giuseppe; Benini, Luca, StreamEase: Enabling Real-Time Inference of Temporal Convolution Networks on Low-Power MCUs with Stream-Oriented Automatic Transformation, in: 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2024, pp. 1 - 4 (atti di: 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS), Nancy, France, 18-20 November 2024) [Contribution to conference proceedings]Open Access
Mirsalari, Seyed Ahmad; Yousefzadeh, Saba; Hemani, Ahmed; Tagliavini, Giuseppe, Unleashing 8-Bit Floating Point Formats Out of the Deep-Learning Domain, in: Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 4 (atti di: 31st IEEE International Conference on Electronics, Circuits and Systems, ICECS 2024, Nancy (Francia), 2024) [Contribution to conference proceedings]Open Access
Mazzoni B.; Tagliavini G.; Benini L.; Benatti S., An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing, in: Advances in System-Integrated Intelligence. SYSINT 2022, Cham, Springer, 2023, 546, pp. 160 - 170 (atti di: International Conference on System-Integrated Intelligence, Genova, 7-9 Settembre 2022) [Contribution to conference proceedings]Open Access
