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Alex Marchioni
Alex Marchioni
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Year
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
272020
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
232019
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
212020
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
182020
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
162019
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
92020
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
72020
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
72017
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
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
42018
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
32022
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
32020
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
32019
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
32018
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
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
12023
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
12021
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
12019
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
12018
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
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