Foto del docente

Luca Benini

Full Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Publications

Cammarata, Danilo; Perotti, Matteo; Bertuletti, Marco; Garofalo, Angelo; Schiavone, Pasquale Davide; Atienza, David; Benini, Luca, Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications, in: Proceedings of the 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2025, 2, pp. 66 - 69 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contribution to conference proceedings]

Wiese, Philip; Item, Maurus; Bertaccini, Luca; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca, RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication Engine, in: Proceedings of the 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2025, 2, pp. 78 - 81 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contribution to conference proceedings]

Manoni, Simone; Scheffler, Paul; Zanatta, Luca; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea, SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions, 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, Centre de Congres de Lyon, fra, 2025) [Contribution to conference proceedings]Open Access

Dan, Jonathan; Pale, Una; Amirshahi, Alireza; Cappelletti, William; Ingolfsson, Thorir Mar; Wang, Xiaying; Cossettini, Andrea; Bernini, Adriano; Benini, Luca; Beniczky, Sándor; Atienza, David; Ryvlin, Philippe, SzCORE: Seizure Community Open‐Source Research Evaluation framework for the validation of electroencephalography‐based automated seizure detection algorithms, «EPILEPSIA», 2025, 66, pp. 14 - 24 [Scientific article]Open Access

Wiese, Philip; İslamoğlu, Gamze; Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Burrello, Alessio; Conti, Francesco; Benini, Luca, Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow, «IEEE DESIGN & TEST», 2025, 42, Article number: 10833747 , pp. 63 - 72 [Scientific article]Open Access

Zanella, Samuel; Barchi, Francesco; Moallemi, Amirhossein; Longo, Monica; Salvaro, Mattia; Darò, Paola; Benini, Luca; Acquaviva, Andrea, Traffic Load Estimation via Time-Frequency Analysis of Dynamic Monitoring Data and Deep Learning, in: Lecture Notes in Civil Engineering, Springer Science and Business Media Deutschland GmbH, 2025, 674 LNCE, pp. 763 - 772 (atti di: 11th International Conference on Experimental Vibration Analysis for Civil Engineering Structures, EVACES 2025, prt, 2025) [Contribution to conference proceedings]

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

Liang, C.; Ottaviano, A.; Benz, T.; Sinigaglia, M.; Benini, L.; Garofalo, A.; Rossi, D., A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems, in: Proceedings of the 21st ACM International Conference on Computing Frontiers 2024 Workshops and Special Sessions, CF 2024 Companion, Association for Computing Machinery, Inc, 2024, pp. 55 - 58 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, 7-9 May 2024) [Contribution to conference proceedings]

Valente, Luca; Nadalini, Alessandro; Veeran, Asif Hussain Chiralil; Sinigaglia, Mattia; Sá, Bruno; Wistoff, Nils; Tortorella, Yvan; Benatti, Simone; Psiakis, Rafail; Kulmala, Ari; Mohammad, Baker; Pinto, Sandro; Palossi, Daniele; Benini, Luca; Rossi, Davide, A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2024, 71, Article number: 10423921 , pp. 1 - 14 [Scientific article]Open Access

Benz, Thomas; Rogenmoser, Michael; Scheffler, Paul; Riedel, Samuel; Ottaviano, Alessandro; Kurth, Andreas; Hoefler, Torsten; Benini, Luca, A High-Performance, Energy-Efficient Modular DMA Engine Architecture, «IEEE TRANSACTIONS ON COMPUTERS», 2024, 73, pp. 263 - 277 [Scientific article]

Vostrikov, Sergei; Ingolfsson, Thorir Mar; Hafthorsdottir, Soley; Leitner, Christoph; Magno, Michele; Benini, Luca; Cossettini, Andrea, A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2024, 73, pp. 1 - 12 [Scientific article]

Guermandi, M.; Benatti, S.; Benini, L., A Noncontact ECG Sensing System With a Micropower, Ultrahigh Impedance Front-End, and BLE Connectivity, «IEEE SENSORS JOURNAL», 2024, 24, pp. 4609 - 4617 [Scientific article]

Schulthess, L.; Mayer, P.; Benini, L.; Magno, M., A Passive and Asynchronous Wake-up Receiver for Acoustic Underwater Communication, in: 2024 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, SPEEDAM 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 480 - 485 (atti di: 2024 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, SPEEDAM 2024, Napoli, Italy, 19-21 June 2024) [Contribution to conference proceedings]

Ferro, E.; Vasilopoulos, A.; Lammie, C.; Gallo, M. L.; Benini, L.; Boybat, I.; Sebastian, A., A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing, in: 2024 IEEE International Symposium on Circuits and Systems (ISCAS), Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE International Symposium on Circuits and Systems, ISCAS 2024, Singapore, 19-22 May 2024) [Contribution to conference proceedings]

Bompani, Luca; Crupi, Luca; Palossi, Daniele; Baldoni, Olmo; Brunelli, Davide; Conti, Francesco; Rusci, Manuele; Benini, Luca, Accelerating Image-based Pest Detection on a Heterogeneous Multicore Microcontroller, «IEEE TRANSACTIONS ON AGRIFOOD ELECTRONICS.», 2024, 2, pp. 170 - 180 [Scientific article]

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