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Luca Benini

Professore ordinario

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Settore scientifico disciplinare: IINF-01/A Elettronica

Pubblicazioni

Palossi, Daniele*; Gomez, Andres; Draskovic, Stefan; Marongiu, Andrea; Thiele, Lothar; Benini, Luca, Extending the Lifetime of Nano-Blimps via Dynamic Motor Control, «JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL, IMAGE, AND VIDEO TECHNOLOGY», 2019, 91, pp. 1 - 23 [articolo]Open Access

Magno M.; Cavigelli L.; Mayer P.; Hagen F.V.; Benini L., Fanncortexm: An open source toolkit for deployment of multi-layer neural networks on arm cortex-m family microcontrollers : formance analysis with stress detection, in: IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 793 - 798 (atti di: 5th IEEE World Forum on Internet of Things, WF-IoT 2019, irl, 2019) [Contributo in Atti di convegno]

Liao, J.; Jost, M.; Schaffner, M.; Magno, M.; Korb, M.; Benini, L.; Tebbenjohanns, F.; Reimann, R.; Jain, V.; Gross, M.; Militaru, A.; Frimmer, M.; Novotny, L., FPGA Implementation of a Kalman-Based Motion Estimator for Levitated Nanoparticles, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2019, 68, Article number: 8542775, pp. 2374 - 2386 [articolo]

Borghesi, Andrea; Milano, Michela; Benini, Luca, Frequency Assignment in High Performance Computing Systems, in: Proceedings of the XVIIIth International Conference of the Italian Association for Artificial Intelligence, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2019, 11946, pp. 151 - 164 (atti di: XVIIIth International Conference of the Italian Association for Artificial Intelligence, Rende, Italy, November 19–22, 2019) [Contributo in Atti di convegno]

Schmuck, M.; Benini, L.; Rahimi, A., Hardware optimizations of dense binary hyperdimensional computing: Rematerialization of hypervectors, binarized bundling, and combinational associative memory, «ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS», 2019, 15, Article number: 32, pp. 1 - 25 [articolo]Open Access

Glaser F.; Haugou G.; Rossi D.; Huang Q.; Benini L., Hardware-Accelerated Energy-Efficient Synchronization and Communication for Ultra-Low-Power Tightly Coupled Clusters, 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. 552 - 557 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze Fiera, ita, 2019) [Contributo in Atti di convegno]

Chang E.-J.; Rahimi A.; Benini L.; Wu A.-Y.A., Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological Signals, in: Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, New York, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 137 - 141 (atti di: 1st IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2019, Hsinchu, TAIWAN, 2019) [Contributo in Atti di convegno]Open Access

Andri R.; Cavigelli L.; Rossi D.; Benini L., Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2019, 9, Article number: 8668446, pp. 309 - 322 [articolo]Open Access

Burrello A.; Cavigelli L.; Schindler K.; Benini L.; Rahimi A., Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2019, pp. 752 - 757 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, 2019, 25-29 of March) [Contributo in Atti di convegno]Open Access

Prado M.D.; Pazos N.; Benini L., Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, New York, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 1409 - 1414 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, Italy, 2019, 25-29 of March) [Contributo in Atti di convegno]Open Access

Hager P.A.; Benini L., LightProbe: A Digital Ultrasound Probe for Software-Defined Ultrafast Imaging, «IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL», 2019, 66, Article number: 8637014, pp. 747 - 760 [articolo]

Mayer P.; Magno M.; Brunner T.; Benini L., LoRa vs. LoRa: In-Field Evaluation and Comparison for Long-Lifetime Sensor Nodes, in: Proceedings - 2019 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 307 - 311 (atti di: 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, ita, 2019) [Contributo in Atti di convegno]

Cesarini D.; Bartolini A.; Benini L., Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes, in: IFIP Advances in Information and Communication Technology. VLSI-SoC: Opportunities and Challenges Beyond the Internet of Things, Springer New York LLC, «IFIP ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY», 2019, 500, pp. 198 - 219 (atti di: 25th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2017, Abu Dhabi, United Arab Emirates, October 23–25, 2017) [Contributo in Atti di convegno]Open Access

Pullini A.; Rossi D.; Loi I.; Tagliavini G.; Benini L., Mr.Wolf: An Energy-Precision Scalable Parallel Ultra Low Power SoC for IoT Edge Processing, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2019, 54, Article number: 8715500, pp. 1970 - 1981 [articolo]Open Access

Massimo Ballerini, Michele Magno, Davide Brunelli, Guido Cornai, Luca Benini,, NETWIS: A Scalable and Robust Body SensorNetwork For Biomedical Application, in: 2019 IEEE 8th International Workshop on Advances in Sensors and Interfaces (IWASI), 2019, pp. 118 - 123 (atti di: International Workshop on Advances in Sensors and Interfaces (IWASI), Otranto, Italy, Italy, 13-14 June 2019) [Contributo in Atti di convegno]

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