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, 2023, 546, pp. 160 - 170 (atti di: International Conference on System-Integrated Intelligence, Genova, 7-9 Settembre 2022) [Contribution to conference proceedings]
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 [Scientific article]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, ., pp. 1 - 14 [Scientific article]
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), 2023, pp. 1 - 6 (atti di: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Contribution to conference proceedings]
Zanghieri, M; Benatti, S; Benini, L; Donati, Elisa, Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 293 - 298 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (BA), 8-9 giugno 2023) [Contribution to conference proceedings]
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), 2023, pp. 1 - 6 (atti di: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Contribution to conference proceedings]
Molan M.; Borghesi A.; Cesarini D.; Benini L.; Bartolini A., RUAD: Unsupervised anomaly detection in HPC systems, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 141, pp. 542 - 554 [Scientific article]
Chen J.; Loi I.; Flamand E.; Tagliavini G.; Benini L.; Rossi D., Scalable Hierarchical Instruction Cache for Ultralow-Power Processors Clusters, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2023, 31, Article number: 10048762 , pp. 456 - 469 [Scientific article]Open Access
Moallemi, A; Gaspari, R; Zonzini, F; De Marchi, L; Brunelli, D; Benini, L, Speeding up System Identification Algorithms on a Parallel RISC-V MCU for Fast Near-Sensor Vibration Diagnostic, «IEEE SENSORS LETTERS», 2023, 7, pp. 1 - 4 [Scientific article]
Mikhaylov, D; Amatetti, C; Polonelli, T; Masina, E; Campana, R; Berszin, K; Moatti, C; Amato, D; Vanelli-Coralli, A; Magno, M; Benini, L, Toward the Future Generation of Railway Localization Exploiting RTK and GNSS, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2023, 72, pp. 1 - 10 [Scientific article]
Mirsalari, Seyed Ahmad; Tagliavini, Giuseppe; Rossi, Davide; Benini, Luca, TransLib: A Library to Explore Transprecision Floating-Point Arithmetic on Multi-Core IoT End-Nodes, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. 1 - 2 (atti di: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Abstract]
P. Jokic; E. Azarkhish; A. Bonetti; M. Pons; S. Emery; L. Benini, A Construction Kit for Efficient Low Power Neural Network Accelerator Designs, «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS», 2022, 21, pp. 1 - 36 [Scientific article]Open Access
Mazzola, S; Benz, T; Forsberg, B; Benini, L, A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms, in: Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2022, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, 2022, 13511, pp. 346 - 361 (atti di: Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2022, Samos, Greece, 3-7 july) [Contribution to conference proceedings]
Garofalo, A; Ottavi, G; Conti, F; Karunaratne, G; Boybat, I; Benini, L; Rossi, D, A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2022, 12, pp. 422 - 435 [Scientific article]Open Access
Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini, A High SNR, Low-Latency Dry EMG Acquisition System for Unobtrusive HMI Devices, in: IEEE BioCAS Conference Proceedings 2022, 2022, pp. 544 - 548 (atti di: IEEE BioCAS Conference 2022, Taipei (TW), 13-15 October 2022) [Contribution to conference proceedings]
