All publications

Massano M.; Patti E.; Macii E.; Acquaviva A.; Bottaccioli L., An online grey-box model based on unscented kalman filter to predict temperature profiles in smart buildings, «ENERGIES», 2020, 13, pp. 1 - 17 [Scientific article] Open Access

Cannizzaro D.; Zafiri M.; Pagliari D.J.; Patti E.; Macii E.; Poncino M.; Acquaviva A., A comparison analysis of ble-based algorithms for localization in industrial environments, «ELECTRONICS», 2020, 9, pp. 1 - 17 [Scientific article] Open Access

Aliberti A.; Bagatin A.; Acquaviva A.; Macii E.; Patti E., Data driven patient-specialized neural networks for blood glucose prediction, in: 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 6 (atti di: 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020, gbr, 2020) [Contribution to conference proceedings]

Cavigelli L.; Benini L., CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY», 2020, 30, pp. 1451 - 1465 [Scientific article] Open Access

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, pp. 601 - 613 [Scientific article] Open Access

Cavalcante, M.; Schuiki, F.; Zaruba, F.; Schaffner, M.; Benini, L., Ara: A 1-GHz+ Scalable and Energy-Efficient RISC-V Vector Processor with Multiprecision Floating-Point Support in 22-nm FD-SOI, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2020, 28, pp. 530 - 543 [Scientific article] Open Access

Wang X.; Magno M.; Cavigelli L.; Benini L., FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, pp. 4403 - 4417 [Scientific article] 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, pp. 7802 - 7811 [Scientific article] Open Access

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, pp. 348 - 361 [Scientific article] Open Access

Polonelli, Tommaso; Qin, Yuan; Yeatman, Eric M.; Benini, Luca; Boyle, David, A Flexible, Low-Power Platform for UAV-Based Data Collection From Remote Sensors, «IEEE ACCESS», 2020, 8, pp. 164775 - 164785 [Scientific article] Open Access

Prado, Miguel De; Su, Jing; Saeed, Rabia; Keller, Lorenzo; Vallez, Noelia; Anderson, Andrew; Gregg, David; Benini, Luca; Llewellynn, Tim; Ouerhani, Nabil; Dahyot, Rozenn; Pazos, Nuria, Bonseyes AI Pipeline—Bringing AI to You, «ACM TRANSACTIONS ON THE INTERNET OF THINGS», 2020, 1, pp. 1 - 25 [Scientific article]

Mayer P.; Magno M.; Benini L., A2Event: A Micro-Watt Programmable Frequency-Time Detector for Always-On Energy-Neutral Sensing, «SUSTAINABLE COMPUTING», 2020, 25, pp. 1 - 11 [Scientific article]

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, pp. 1 - 8 [Scientific article] Open Access

Park J.-K.; Jeong C.-L.; Bellini A.; Bianchini C.; Bianchi N., Experimental Test on Dual Three-Phase Synchronous Reluctance Motor, in: ECCE 2020 - IEEE Energy Conversion Congress and Exposition, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1379 - 1385 (atti di: 12th Annual IEEE Energy Conversion Congress and Exposition, ECCE 2020, usa, 2020) [Contribution to conference proceedings]

Bianchini C.; Torreggiani A.; David D.; Davoli M.; Bellini A., Fault Tolerance Analysis of a Ironless PM Machine for Energy Storage, in: ECCE 2020 - IEEE Energy Conversion Congress and Exposition, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 4499 - 4504 (atti di: 12th Annual IEEE Energy Conversion Congress and Exposition, ECCE 2020, USA, 2020) [Contribution to conference proceedings]

Bianchini C.; Torreggiani A.; Davoli M.; Bellini A., Design of low-cost synchronous machine to prevent demagnetization, «ENERGIES», 2020, 13, pp. 1 - 15 [Scientific article] Open Access

Bazzi A.; Zanella A.; Sarris I.; Martinez V., Co-channel Coexistence: Let ITS-G5 and Sidelink C-V2X Make Peace, in: 2020 IEEE MTT-S International Conference on Microwaves for Intelligent Mobility, ICMIM 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 4 (atti di: 2020 IEEE MTT-S International Conference on Microwaves for Intelligent Mobility, ICMIM 2020, aut, 2020) [Contribution to conference proceedings]

Park J.; Bianchini C.; Bellini A.; Davoli M.; Bianchi N., Experiment-based performance analysis for dual three-phase synchronous reluctance motor according to different winding configurations, in: 2020 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, SPEEDAM 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 478 - 483 (atti di: 2020 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, SPEEDAM 2020, ita, 2020) [Contribution to conference proceedings]

Hersche M.; Benini L.; Rahimi A., Binary Models for Motor-Imagery Brain-Computer Interfaces: Sparse Random Projection and Binarized SVM, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 163 - 167 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contribution to conference proceedings]

Hersche M.; Sangalli S.; Benini L.; Rahimi A., Evolvable Hyperdimensional Computing: Unsupervised Regeneration of Associative Memory to Recover Faulty Components, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 281 - 285 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contribution to conference proceedings]