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 | 28 | 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 | 23 | 2019 |
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 | 22 | 2020 |
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 | 18 | 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 | 16 | 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 | 9 | 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 | 8 | 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 | 7 | 2017 |
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 |
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 | 4 | 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 | 3 | 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 | 3 | 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 | 3 | 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 | 3 | 2018 |
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 |
Streaming Algorithms for Subspace Analysis: an Edge-and Hardware-oriented review A Marchioni, L Prono, M Mangia, F Pareschi, R Rovatti, G Setti IEEE INTERNET OF THINGS JOURNAL 10 (14), 12798-12810, 2023 | 1 | 2023 |
An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction L Prono, A Marchioni, M Mangia, F Pareschi, R Rovatti, G Setti 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 01-05, 2021 | 1 | 2021 |
Chained Compressed Sensing for Iot Node Security M Mangia, A Marchioni, F Pareschi, R Rovatti, G Setti ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 1 | 2019 |
Disturbance Rejection With Rakeness-based Compressed Sensing: Method and Application to Baseline/Powerline Mitigation in ECGs A Marchioni, M Mangia, F Pareschi, R Rovatti, G Setti 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 1 | 2018 |
On the Universal Approximation Properties of Deep Neural Networks using MAM Neurons P Bich, A Enttsel, L Prono, A Marchioni, F Pareschi, M Mangia, G Setti, ... | | 2023 |