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Alex Marchioni
Alex Marchioni
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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
372020
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
302020
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
262019
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
222020
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
172019
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
132020
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
122020
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
82017
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
62023
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
62018
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
52018
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
42022
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
42020
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
42019
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
42018
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
32023
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
32022
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
32017
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
22024
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
22024
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