A digital implementation of extreme learning machines for resource-constrained devices E Ragusa, C Gianoglio, P Gastaldo, R Zunino IEEE Transactions on Circuits and Systems II: Express Briefs 65 (8), 1104-1108, 2018 | 29 | 2018 |
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling C Meda, E Ragusa, C Gianoglio, R Zunino, A Ottaviano, E Scillia, ... 2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016 | 24 | 2016 |
A design strategy for the efficient implementation of random basis neural networks on resource-constrained devices E Ragusa, C Gianoglio, R Zunino, P Gastaldo Neural Processing Letters 51 (2), 1611-1629, 2020 | 22 | 2020 |
Design and deployment of an image polarity detector with visual attention E Ragusa, T Apicella, C Gianoglio, R Zunino, P Gastaldo Cognitive Computation, 1-13, 2022 | 18 | 2022 |
A novel learning strategy for the trade-off between accuracy and computational cost: a touch modalities classification case study C Gianoglio, E Ragusa, P Gastaldo, M Valle IEEE Sensors Journal 22 (1), 659-670, 2021 | 18 | 2021 |
Image polarity detection on resource-constrained devices E Ragusa, C Gianoglio, R Zunino, P Gastaldo IEEE Intelligent Systems 35 (6), 50-57, 2020 | 15 | 2020 |
Learning with similarity functions: a novel design for the extreme learning machine P Gastaldo, F Bisio, C Gianoglio, E Ragusa, R Zunino Neurocomputing 261, 37-49, 2017 | 15 | 2017 |
1-D convolutional neural networks for touch modalities classification C Gianoglio, E Ragusa, R Zunino, M Valle 2021 28th IEEE international conference on electronics, circuits, and …, 2021 | 12 | 2021 |
Hardware-aware affordance detection for application in portable embedded systems E Ragusa, C Gianoglio, S Dosen, P Gastaldo IEEE Access 9, 123178-123193, 2021 | 12 | 2021 |
Random-based networks with dropout for embedded systems E Ragusa, C Gianoglio, R Zunino, P Gastaldo Neural Computing and Applications 33, 6511-6526, 2021 | 12 | 2021 |
Online predictive maintenance monitoring adopting convolutional neural networks C Gianoglio, E Ragusa, P Gastaldo, F Gallesi, F Guastavino Energies 14 (15), 4711, 2021 | 10 | 2021 |
A convolutional neural network-based method for discriminating shadowed targets in frequency-modulated continuous-wave radar systems A Mohanna, C Gianoglio, A Rizik, M Valle Sensors 22 (3), 1048, 2022 | 8 | 2022 |
Data-driven video grasping classification for low-power embedded system E Ragusa, C Gianoglio, R Zunino, P Gastaldo 2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019 | 8 | 2019 |
Low-complexity digital architecture for solving the point location problem in explicit model predictive control A Oliveri, C Gianoglio, E Ragusa, M Storace Journal of the Franklin Institute 352 (6), 2249-2258, 2015 | 8 | 2015 |
Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus C Gianoglio, E Ragusa, A Bruzzone, P Gastaldo, R Zunino, F Guastavino Energies 13 (5), 1109, 2020 | 6 | 2020 |
Tensor based algorithm for automatic partial discharges pattern classification C Gianoglio, E Ragusa, A Bruzzone, P Gastaldo, E Torello, F Guastavino 2019 21st European Conference on Power Electronics and Applications (EPE'19 …, 2019 | 6 | 2019 |
Hardware friendly neural network for the PD classification C Gianoglio, F Guastavino, E Ragusa, A Bruzzone, E Torello 2018 IEEE Conference on Electrical Insulation and Dielectric Phenomena …, 2018 | 6 | 2018 |
Trade-off between accuracy and computational cost with neural architecture search: A novel strategy for tactile sensing design C Gianoglio, E Ragusa, P Gastaldo, M Valle IEEE Sensors Letters, 2023 | 5 | 2023 |
Rain discrimination with machine learning classifiers for opportunistic rain detection system using satellite micro-wave links C Gianoglio, A Alyosef, M Colli, S Zani, DD Caviglia Sensors 23 (3), 1202, 2023 | 5 | 2023 |
Electrical aging tests on conventional and nanofilled impregnation resins F Guastavino, C Gianoglio, E Torello, M Ferraris, W Gianelli 2018 IEEE Conference on Electrical Insulation and Dielectric Phenomena …, 2018 | 5 | 2018 |