Embedded streaming principal components analysis for network load reduction in structural health monitoring A Burrello, A Marchioni, D Brunelli, S Benatti, M Mangia, L Benini IEEE Internet of Things Journal 8 (6), 4433-4447, 2020 | 37 | 2020 |
Deep Neural Oracles for Short-window Optimized Compressed Sensing of Biosignals M Mangia, L Prono, A Marchioni, F Pareschi, R Rovatti, G Setti IEEE Transactions on Biomedical Circuits and Systems 14 (3), 545-557, 2020 | 30 | 2020 |
Chained Compressed Sensing: A Block-Chain-inspired Approach for Low-cost Security in IoT Sensing M Mangia, A Marchioni, F Pareschi, R Rovatti, G Setti IEEE Internet of Things Journal, 2019 | 26 | 2019 |
Subspace energy monitoring for anomaly detection@ sensor or@ edge A Marchioni, M Mangia, F Pareschi, R Rovatti, G Setti IEEE Internet of Things Journal 7 (8), 7575-7589, 2020 | 22 | 2020 |
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways A Burrello, A Marchioni, D Brunelli, L Benini Proceedings of the 16th ACM International Conference on Computing Frontiers …, 2019 | 17 | 2019 |
Deep Neural Oracle With Support Identification in the Compressed Domain L Prono, M Mangia, A Marchioni, F Pareschi, R Rovatti, G Setti IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020 | 13 | 2020 |
Low-power ECG acquisition by compressed sensing with deep neural oracles M Mangia, A Marchioni, L Prono, F Pareschi, R Rovatti, G Setti 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 12 | 2020 |
Sparse sensing matrix based compressed sensing in low-power ECG sensor nodes A Marchioni, M Mangia, F Pareschi, R Rovatti, G Setti 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2017 | 8 | 2017 |
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization A Marchioni, A Enttsel, M Mangia, R Rovatti, G Setti IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023 | 6 | 2023 |
Administering quality-energy trade-off in IoT sensing applications by means of adapted compressed sensing M Mangia, A Marchioni, F Pareschi, R Rovatti, G Setti IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (4 …, 2018 | 6 | 2018 |
Rakeness-based compressed sensing of surface electromyography for improved hand movement recognition in the compressed domain A Marchioni, M Mangia, F Pareschi, R Rovatti, G Setti 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018 | 5 | 2018 |
A deep learning method for optimal undersampling patterns and image recovery for mri exploiting losses and projections F Martinini, M Mangia, A Marchioni, R Rovatti, G Setti IEEE Journal of Selected Topics in Signal Processing 16 (4), 713-724, 2022 | 4 | 2022 |
Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle L Prono, M Mangia, A Marchioni, F Pareschi, R Rovatti, G Setti 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 4 | 2020 |
A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA L Prono, A Marchioni, M Mangia, F Pareschi, R Rovatti, G Setti 2019 15th Conference on Ph. D Research in Microelectronics and Electronics …, 2019 | 4 | 2019 |
Resource Redistribution in Internet of Things applications by Compressed Sensing: A Survey A Marchioni, CH Pimentel-Romero, F Pareschi, M Mangia, R Rovatti, ... 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 4 | 2018 |
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors A Enttsel, F Martinini, A Marchioni, M Mangia, R Rovatti, G Setti ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
Innovative ML-based Methods for Automated On-board Spacecraft Anomaly Detection C Ciancarelli, E Mariotti, F Corallo, S Cognetta, L Manovi, A Marchioni, ... International Conference on Applied Intelligence and Informatics, 213-228, 2022 | 3 | 2022 |
Low-complexity greedy algorithm in compressed sensing for the adapted decoding of ECGs A Marchioni, M Mangia, F Pareschi, R Rovatti, G Setti 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2017 | 3 | 2017 |
A General Framework for the Assessment of Detectors of Anomalies in Time Series A Enttsel, S Onofri, A Marchioni, M Mangia, G Setti, R Rovatti IEEE Transactions on Industrial Informatics, 2024 | 2 | 2024 |
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression A Enttsel, A Marchioni, G Setti, M Mangia, R Rovatti 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS …, 2024 | 2 | 2024 |