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) [Contributo in Atti di convegno]
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 [articolo]
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., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2025, pp. 1 - 6 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lione (Francia), 2025) [Contributo in Atti di convegno]
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 [articolo]
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) [Contributo in Atti di convegno]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 [articolo]
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 [articolo]
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 [articolo]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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]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., «PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS, AND SYSTEMS», 2024, pp. 1 - 4 (atti di: 31st IEEE International Conference on Electronics, Circuits and Systems, ICECS 2024, Nancy (Francia), 2024) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]Open Access
