Foto del docente

Luca Benini

Full Professor

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

Academic discipline: IINF-01/A Electronics

Publications

Polonelli T.; Brunelli D.; Girolami A.; Demmi G.N.; Benini L., A multi-protocol system for configurable data streaming on IoT healthcare devices, in: Proceedings - 2019 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 112 - 117 (atti di: 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, ita, 2019) [Contribution to conference proceedings]

Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini, A PULP-based Parallel Power Controller for Future Exascale Systems, in: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscataway, NJ, IEEE, 2019, pp. 771 - 774 (atti di: 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2019), Genova, Italy, 27-29 November 2019) [Contribution to conference proceedings]Open Access

Eggimann M.; Mach S.; Magno M.; Benini L., A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing, in: Proceedings - 2019 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 169 - 174 (atti di: 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, ita, 2019) [Contribution to conference proceedings]

Schuiki F.; Schaffner M.; Gurkaynak F.K.; Benini L., A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets, «IEEE TRANSACTIONS ON COMPUTERS», 2019, 68, Article number: 8502059 , pp. 484 - 497 [Scientific article]Open Access

Borghesi A.; Bartolini A.; Lombardi M.; Milano M.; Benini L., A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2019, 85, pp. 634 - 644 [Scientific article]Open Access

Mach S.; Schuiki F.; Zaruba F.; Benini L., A 0.80pJ/flop, 1.24Tflop/sW 8-to-64 bit Transprecision Floating-Point Unit for a 64 bit RISC-V Processor in 22nm FD-SOI, in: IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC, IEEE Computer Society, 2019, 2019-, pp. 95 - 98 (atti di: 27th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2019, per, 2019) [Contribution to conference proceedings]Open Access

Palossi, Daniele; Loquercio, Antonio; Conti, Francesco; Flamand, Eric; Scaramuzza, Davide; Benini, Luca, A 64mW DNN-based Visual Navigation Engine for Autonomous Nano-Drones, «IEEE INTERNET OF THINGS JOURNAL», 2019, 6, pp. 8357 - 8371 [Scientific article]

Das, Satyajit; Martin, Kevin J. M.; Rossi, Davide; Coussy, Philippe; Benini, Luca, An Energy-Efficient Integrated Programmable Array Accelerator and Compilation flow for Near-Sensor Ultralow Power Processing, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2019, 38, pp. 1095 - 1108 [Scientific article]Open Access

Kartsch, V.; Guermandi, M.; Benatti, S.; Montagna, F.; Benini, L., An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor, in: 2019 IEEE Sensors Applications Symposium (SAS 2019) Proceedings, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 1 - 6 (atti di: 14th IEEE Sensors Applications Symposium, SAS 2019, Sophia Antipolis, France, March 11-13, 2019) [Contribution to conference proceedings]Open Access

Davide Brunelli, Tullio Salmon Cinotti, Hugo Woehrl, Cristiano Aguzzi, Federico Montori, Luca Benini, An interoperable tool-chain for energy monitoring applications, in: 2019 AEIT International Annual Conference (AEIT), 2019, pp. 1 - 6 (atti di: 2019 AEIT International Annual Conference (AEIT), Firenze (Italy), 18-20 September 2019) [Contribution to conference proceedings]Open Access

Palossi D.; Conti F.; Benini L., An Open Source and Open Hardware Deep Learning-Powered Visual Navigation Engine for Autonomous Nano-UAVs, in: Proceedings - 15th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 604 - 611 (atti di: 15th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2019, Santorini Island, Greece, 29-31 May 2019) [Contribution to conference proceedings]Open Access

Moin A.; Zhou A.; Benatti S.; Rahimi A.; Benini L.; Rabaey J.M., Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing, in: Proceedings of IEEE International Conference of onBiomedical Circuits and Systems (BIOCAS),, 2019, pp. 1 - 4 (atti di: 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, 17-19 October 2019) [Contribution to conference proceedings]

Borghesi, Andrea; Bartolini, Andrea; Lombardi, Michele; Milano, Michela; Benini, Luca, Anomaly Detection Using Autoencoders in High Performance Computing Systems, in: Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019, 33, pp. 9428 - 9433 (atti di: Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, US, 28 Jan - 02 Feb 2019) [Contribution to conference proceedings]

Hamdioui S.; Du Nguyen H.A.; Taouil M.; Sebastian A.; Gallo M.L.; Pande S.; Schaafsma S.; Catthoor F.; Das S.; Redondo F.G.; Karunaratne G.; Rahimi A.; Benini L., Applications of Computation-In-Memory Architectures based on Memristive Devices, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 486 - 491 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, Italia, 25-29 March 2019) [Contribution to conference proceedings]Open Access

Kartsch, V.; Tagliavini, G.; Guermandi, M.; Benatti, S.; Rossi, D.; Benini, L., BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform with a Nine-Core Processor and BLE Connectivity, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2019, 13, Article number: 8758394 , pp. 893 - 906 [Scientific article]

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