Foto del docente

Luca Benini

Full Professor

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

Academic discipline: IINF-01/A Electronics

Publications

Gautschi, Michael; Schaffner, Michael; Gürkaynak, Frank K.; Benini, Luca, An Extended Shared Logarithmic Unit for Nonlinear Function Kernel Acceleration in a 65-nm CMOS Multicore Cluster, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2017, 52, Article number: 7756672 , pp. 98 - 112 [Scientific article]

Conti, Francesco; Schilling, Robert; Schiavone, Pasquale Davide; Pullini, Antonio; Rossi, Davide; Gurkaynak, Frank Kagan; Muehlberghuber, Michael; Gautschi, Michael; Loi, Igor; Haugou, Germain; Mangard, Stefan; Benini, Luca, An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2017, 64, Article number: 7927716 , pp. 2481 - 2494 [Scientific article]Open Access

Di Mauro, Alfio; Conti, Francesco; Benini, Luca, An Ultra-Low Power Address-Event Sensor Interface for Energy-Proportional Time-To-Information Extraction, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2017, 128280, pp. 1 - 6 (atti di: 54th Annual Design Automation Conference, DAC 2017, usa, 2017) [Contribution to conference proceedings]

Li, Lei; Gautschi, Michael; Benini, Luca, Approximate DIV and SQRT instructions for the RISC-V ISA: An efficiency vs. accuracy analysis, in: 2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS), IEEE, 2017, pp. 1 - 8 (atti di: 27th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS), Thessaloniki, Greece, 25-27 Sept. 2017) [Contribution to conference proceedings]Open Access

Cesarini, Daniele; Bartolini, Andrea; Benini, Luca, Benefits in Relaxing the Power Capping Constraint, in: Proceedings of the 1st Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, New York, NY,, ACM, 2017, pp. 1 - 6 (atti di: 1st Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, Portland, OR, USA, September 09 - 13, 2017) [Contribution to conference proceedings]Open Access

Cavigelli, Lukas; Hager, Pascal; Benini, Luca, CAS-CNN: A deep convolutional neural network for image compression artifact suppression, in: 2017 International Joint Conference on Neural Networks (IJCNN), Institute of Electrical and Electronics Engineers Inc., 2017, pp. 752 - 759 (atti di: 2017 International Joint Conference on Neural Networks (IJCNN), Anchorage, Alaska, USA, May 14-19, 2017) [Contribution to conference proceedings]Open Access

Cavigelli, Lukas; Degen, Philippe; Benini, Luca, Cbinfer: Change-based inference for convolutional neural networks on video data, in: ICDSC 2017 Proceedings of the 11th International Conference on Distributed Smart Cameras, Association for Computing Machinery, 2017, 132201, pp. 1 - 8 (atti di: 11th International Conference on Distributed Smart Cameras, ICDSC 2017, Stanford University, USA, 2017, September 05 - 07) [Contribution to conference proceedings]Open Access

Beneventi, Francesco; Bartolini, Andrea; Cavazzoni, Carlo; Benini, Luca, Continuous Learning of HPC Infrastructure Models using Big Data Analytics and In-Memory processing Tools, in: Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017, NY, Institute of Electrical and Electronics Engineers Inc., 2017, pp. 1038 - 1043 (atti di: 20th Design, Automation and Test in Europe, DATE 2017, SwissTech Convention CenterSwisstech, Lausanne; Switzerland;, 27 - 31 March 2017) [Contribution to conference proceedings]Open Access

Tschannen, Michael; Cavigelli, Lukas; Mentzer, Fabian; Wiatowski, Thomas; Benini, Luca, Deep structured features for semantic segmentation, in: Tschannen, Michael, 25th European Signal Processing Conference, EUSIPCO 2017, Institute of Electrical and Electronics Engineers Inc., 2017, 2017-, pp. 61 - 65 (atti di: 25th European Signal Processing Conference, EUSIPCO 2017, Kos International Convention Center, grc, 2017) [Contribution to conference proceedings]

Magno, Michele; Pritz, Michael; Mayer, Philipp; Benini, Luca, DeepEmote: Towards multi-layer neural networks in a low power wearable multi-sensors bracelet, in: Magno, Michele, Proceedings - 2017 7th International Workshop on Advances in Sensors and Interfaces, IWASI 2017, Institute of Electrical and Electronics Engineers Inc., 2017, pp. 32 - 37 (atti di: 7th International Workshop on Advances in Sensors and Interfaces, IWASI 2017, ita, 2017) [Contribution to conference proceedings]

Abu Ahmad, Wissam; Bartolini, Andrea; Beneventi, Francesco; Benini, Luca; Borghesi, Andrea; Cicala, Marco; Forestieri, Privato; Gianfreda, Cosimo; Gregori, Daniele; Libri, Antonio; Spiga, Filippo; Tinti, Simone, Design of an Energy Aware Petaflops Class High Performance Cluster Based on Power Architecture, in: 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2017, pp. 964 - 973 (atti di: 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Orlando / Buena Vista, FL, USA, USA, 29 May-2 June 2017) [Contribution to conference proceedings]

Pullini, Antonio; Rossi, Davide; Haugou, Germain; Benini, Luca, μDMA: An autonomous I/O subsystem for IoT end-nodes, in: 2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation, PATMOS 2017, Institute of Electrical and Electronics Engineers Inc., 2017, 2017-, pp. 1 - 8 (atti di: 27th International Symposium on Power and Timing Modeling, Optimization and Simulation, PATMOS 2017, Aristotle University Research Dissemination Center (KEDEA), grc, 2017) [Contribution to conference proceedings]

Das, Satyajit; Martin, Kevin J.M.; Coussy, Philippe; Rossi, Davide; Benini, Luca, Efficient mapping of CDFG onto coarse-grained reconfigurable array architectures, in: Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, Institute of Electrical and Electronics Engineers Inc., 2017, pp. 127 - 132 (atti di: 22nd Asia and South Pacific Design Automation Conference, ASP-DAC 2017, jpn, 2017) [Contribution to conference proceedings]

Ibrahim, Aya; Hager, Pascal A.; Bartolini, Andrea; Angiolini, Federico; Arditi, Marcel; Thiran, Jean-Philippe; Benini, Luca; De Micheli, Giovanni, Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2017, 11, Article number: 7934024 , pp. 815 - 831 [Scientific article]

Vogel, Pirmin; Kurth, Andreas; Weinbuch, Johannes; Marongiu, Andrea; Benini, Luca, Efficient virtual memory sharing via on-accelerator page table walking in heterogeneous embedded SoCs, «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS», 2017, 16, Article number: 154 , pp. 1 - 19 [Scientific article]

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