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

All publications

All publications since 2004

2019 Delete filter

544 publications

  • 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) [Contribution to conference proceedings] Open Access

  • Andrea camisa, Francesco Farina, Ivano Notarnicola, Giuseppe Notarstefano, Distributed Constraint-Coupled Optimization over Random Time-Varying Graphs via Primal Decomposition and Block Subgradient Approaches, in: 2019 IEEE 58th Conference on Decision and Control (CDC), IEEE, «PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION & CONTROL», 2019, pp. 6374 - 6379 (atti di: 58th Conference on Decision and Control (CDC), Nice, France, December 11-13, 2019) [Contribution to conference proceedings] 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) [Contribution to conference proceedings]

  • Forsberg B.; Benini L.; Marongiu A., Taming Data Caches for Predictable Execution on GPU-based SoCs, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE., New York, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 650 - 653 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, 2019, 25-29 of March) [Contribution to conference proceedings] Open Access

  • 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., «PROCEEDINGS DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 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

  • Notarstefano, Giuseppe; Notarnicola, Ivano; Camisa, Andrea, Distributed Optimization for Smart Cyber-Physical Networks, «FOUNDATIONS AND TRENDS® IN SYSTEMS AND CONTROL», 2019, 7, pp. 253 - 383 [Scientific article] 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) [Contribution to conference proceedings] 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) [Contribution to conference proceedings]

  • Mayer P.; Magno M.; Schnetzler C.; Benini L., EmbedUWB: Low Power Embedded High-Precision and Low Latency UWB Localization, in: IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 519 - 523 (atti di: 5th IEEE World Forum on Internet of Things, WF-IoT 2019, irl, 2019) [Contribution to conference proceedings]

  • Cavigelli L.; Benini L., Extended Bit-Plane Compression for Convolutional Neural Network Accelerators, in: Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 279 - 283 (atti di: 1st IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, Ambassador Hotel Hsinchu, twn, 2019) [Contribution to conference proceedings] Open Access

  • 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) [Contribution to conference proceedings] Open Access

  • Benini, L, Secure Near-Sensor Analytics: the PULP approach, in: 2019 IEEE 8th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2019, pp. 182 - 182 (atti di: 2019 IEEE 8th International Workshop on Advances in Sensors and Interfaces (IWASI), Otranto, 13-14 June 2019) [Contribution to conference proceedings]

  • Francesco Farina, Giuseppe Notarstefano, A Randomized Block Subgradient Approach to Distributed Big Data Optimization, in: 2019 IEEE 58th Conference on Decision and Control (CDC), IEEE, «PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION & CONTROL», 2019, pp. 6362 - 6367 (atti di: 58th Conference on Decision and Control (CDC), Nice, France, December 11-13, 2019) [Contribution to conference proceedings] Open Access

  • 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) [Contribution to conference proceedings]

  • 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]

  • 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]

  • Ruospo A.; Cantoro R.; Sanchez E.; Schiavone P.D.; Garofalo A.; Benini L., On-line testing for autonomous systems driven by RISC-V processor design verification, in: 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 1 - 6 (atti di: 32nd IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2019, nld, 2019) [Contribution to conference proceedings]

  • Burrello A.; Marchioni A.; Brunelli D.; Benini L., Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways, in: ACM International Conference on Computing Frontiers 2019, CF 2019 - Proceedings, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, Association for Computing Machinery, Inc, 2019, pp. 235 - 239 (atti di: 16th ACM International Conference on Computing Frontiers, CF 2019, ita, 2019) [Contribution to conference proceedings]

  • Meloni P.; Loi D.; Busia P.; Deriu G.; Pimentel A.D.; Sapra D.; Stefanov T.; Minakova S.; Conti F.; Benini L.; Pintor M.; Biggio B.; Moser B.; Shepelev N.; Fragoulis N.; Theodorakopoulos I.; Masin M.; Palumbo F., Optimization and deployment of CNNs at the Edge: The ALOHA experience, in: Proceedings of the 16th ACM International Conference on Computing Frontiers, CF 2019, New York, Association for Computing Machinery, Inc, 2019, pp. 326 - 332 (atti di: 16th ACM International Conference on Computing Frontiers, CF 2019, Alghero, Italia, 2019, 30.04-02.05) [Contribution to conference proceedings] Open Access

  • Di Girolamo S.; Taranov K.; Kurth A.; Schaffner M.; Schneider T.; Beranek J.; Besta M.; Benini L.; Roweth D.; Hoefler T., Network-accelerated non-contiguous memory transfers, in: International Conference for High Performance Computing, Networking, Storage and Analysis, SC, IEEE Computer Society, 2019, pp. 1 - 14 (atti di: 2019 International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2019, usa, 2019) [Contribution to conference proceedings]