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]
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]
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
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», 2024, 1, pp. 1 - 1 [articolo]
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
Amidei, Andrea; Rapa, Pierangelo Maria; Tagliavini, Giuseppe; Rabbeni, Roberto; Pavan, Paolo; Benatti, Simone, ANGELS - Smart Steering Wheel for Driver Safety, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 2023, pp. 15 - 20 (atti di: International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 8-9 June 2023) [Contributo in Atti di convegno]Open Access
Tabanelli, Enrico; Tagliavini, Giuseppe; Benini, Luca, DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors, «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS», 2023, 22, pp. 1 - 33 [articolo]Open Access
Gianmarco Ottavi; Angelo Garofalo; Giuseppe Tagliavini; Francesco Conti; Alfio Di Mauro; Luca Benini; Davide Rossi, Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster With 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2023, 70, pp. 2450 - 2463 [articolo]Open Access
Bruschi, Nazareno; Tagliavini, Giuseppe; Garofalo, Angelo; Conti, Francesco; Boybat, Irem; Benini, Luca; Rossi, Davide, End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), New York, IEEE, 2023, pp. 1 - 6 (atti di: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Contributo in Atti di convegno]Open Access
Valente, Luca; Tortorella, Yvan; Sinigaglia, Mattia; Tagliavini, Giuseppe; Capotondi, Alessandro; Benini, Luca; Rossi, Davide, HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), New York, IEEE, 2023, pp. 1 - 6 (atti di: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Contributo in Atti di convegno]Open Access
Mirsalari, Seyed Ahmad; Yousefzadeh, Saba; Tagliavini, Giuseppe; Stathis, Dimitrios; Hemani, Ahmed, Optimizing Self-Organizing Maps for Bacterial Genome Identification on Parallel Ultra-Low-Power Platforms, in: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), New York, IEEE, 2023, pp. 1 - 8 (atti di: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 04-07 Dicembre 2023) [Contributo in Atti di convegno]Open Access
Barchi F.; Pasini G.; Parisi E.; Tagliavini G.; Bartolini A.; Acquaviva A., RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor, in: OpenAccess Series in Informatics, Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, «OPEN ACCESS SERIES IN INFORMATICS», 2023, 107, pp. 1 - 12 (atti di: 14th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 12th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, PARMA-DITAM 2023, francia, 2023) [Contributo in Atti di convegno]
