Burrello A.; Schindler K.; Benini L.; Rahimi A., Hyperdimensional Computing with Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings, «IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING», 2020, 67, Article number: 8723166, pp. 601 - 613 [articolo]Open Access
Mauro A.D.; Fatemi H.; de Gyvez J.P.; Benini L., Idleness-aware dynamic power mode selection on the i.Mx 7ULP iot edge processor, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2020, 10, Article number: 19, pp. 1 - 8 [articolo]Open Access
Jokic P.; Emery S.; Benini L., Improving Memory Utilization in Convolutional Neural Network Accelerators, «IEEE EMBEDDED SYSTEMS LETTERS», 2020, 13, pp. 77 - 80 [articolo]
Magno M.; Wang X.; Eggimann M.; Cavigelli L.; Benini L., InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 342 - 345 (atti di: 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, AlpExpo Congress Centre, fra, 2020) [Contributo in Atti di convegno]
Hersche M.; Rella E.M.; Di Mauro A.; Benini L.; Rahimi A., Integrating event-based dynamic vision sensors with sparse hyperdimensional computing: A low-power accelerator with online learning capability, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2020, pp. 169 - 174 (atti di: 2020 ACM/IEEE International Symposium on Low Power Electronics and Design, ISLPED 2020, usa, 2020) [Contributo in Atti di convegno]
Rusci M.; Fariselli M.; Capotondi A.; Benini L., Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers, in: Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH, «COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE», 2020, 1325, pp. 296 - 308 (atti di: 2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and 1st International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020, bel, 2020) [Contributo in Atti di convegno]
Di Mauro, Alfio; Zaruba, Florian; Schuiki, Fabian; Mach, Stefan; Benini, Luca, Live Demonstration: Exploiting Body-Biasing for Static Corner Trimming and Maximum Energy Efficiency Operation in 22nm FDX Technology, in: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020, pp. 1 - 1 (atti di: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Siviglia, 10-21 ottobre 2020) [Contributo in Atti di convegno]
Schuiki F.; Kurth A.; Grosser T.; Benini L., LLHD: A multi-level intermediate representation for hardware description languages, in: Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI), Association for Computing Machinery, 2020, pp. 258 - 271 (atti di: 41st ACM SIGPLAN Conference on Programming Language Design and Implementation, PLDI 2020, gbr, 2020) [Contributo in Atti di convegno]
Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L., Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node, in: 2020 IEEE Workshop on Signal Processing Systems (SiPS), Institute of Electrical and Electronics Engineers Inc., «IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS», 2020, 2020-, pp. 1 - 6 (atti di: 34th IEEE Workshop on Signal Processing Systems, SiPS 2020, Coimbra, Portugal, 20-22 October 2020) [Contributo in Atti di convegno]Open Access
Kurth A.; Wolters K.; Forsberg B.; Capotondi A.; Marongiu A.; Grosser T.; Benini L., Mixed-data-model heterogeneous compilation and OpenMP offloading, in: CC 2020 - Proceedings of the 29th International Conference on Compiler Construction, Association for Computing Machinery, Inc, 2020, pp. 119 - 131 (atti di: 29th ACM SIGPLAN International Conference on Compiler Construction, CC 2020, usa, 2020) [Contributo in Atti di convegno]Open Access
De Giovanni, Elisabetta; Montagna, Fabio; Denkinger, Benoit W.; Machetti, Simone; Peon-Quiros, Miguel; Benatti, Simone; Rossi, Davide; Benini, Luca; Atienza, David, Modular Design and Optimization of Biomedical Applications for UltraLow Power Heterogeneous Platforms, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, pp. 3821 - 3832 [articolo]Open Access
Ballerini, M.; Polonelli, T.; Brunelli, D.; Magno, M.; Benini, L., NB-IoT Versus LoRaWAN: An Experimental Evaluation for Industrial Applications, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2020, 16, Article number: 9068491, pp. 7802 - 7811 [articolo]Open Access
Schiavone P.D.; Rossi D.; Liu Y.; Benatti S.; Luan S.; Williams I.; Benini L.; Constandinou T., Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 50 - 54 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contributo in Atti di convegno]
Carreras M.; Deriu G.; Raffo L.; Benini L.; Meloni P., Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2020, 10, Article number: 9159637, pp. 348 - 361 [articolo]Open Access
Libri A.; Bartolini A.; Benini L., PAElla: Edge AI-Based Real-Time Malware Detection in Data Centers, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, Article number: 9060937, pp. 9589 - 9599 [articolo]Open Access
