MARCHIONI, ALEX
MARCHIONI, ALEX
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization
2024 Marchioni, Alex; Enttsel, Andriy; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Onboard AI for Enhanced FDIR: Revolutionizing Spacecraft Operations with Anomaly Detection
2024 Livia Manovi; Antonio Leboffe; Alex Marchioni; Eleonora Mariotti; Mauro Mangia; Francesco Corallo; Davide Di Ienno; Ilaria Pinci; Riccardo Rovatti; Carlo Ciancarelli; Gianluca Furano
SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers
2024 Manovi, Livia; Capelli, Lorenzo; Marchioni, Alex; Martinini, Filippo; Setti, Gianluca; Mangia, Mauro; Rovatti, Riccardo
Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design
2023 Marchioni, A.; Martinini, F.; Manovi, L.; Cortesi, S.; Rovatti, R.; Setti, G.; Mangia, M.
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain
2023 Onofri, Silvia; Enttsel, Andriy; Manovi, Livia; Marchioni, Alex; Cognetta, Salvatore; Corallo, Francesco; Ciancarelli, Carlo; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing
2023 Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleonora; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors
2023 Enttsel, Andriy; Martinini, Filippo; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Streaming Algorithms for Subspace Analysis: an Edge-and Hardware-oriented review
2023 Alex Marchioni; Luciano Prono; Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti
Structured Pruning in Deep Neural Networks with Trainable Probability Masks
2023 Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G.
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections
2022 Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G.
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle
2022 Martinini, Filippo; Enttsel, Andriy; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
New Concepts Of Automated Anomaly Detection In Space Operations Through ML-Based Techniques
2022 Ciancarelli C.; Corallo F.; Cognetta S.; Mariotti E.; Manovi L.; Mangia M.; Marchioni A.; Rovatti R.; Pareschi F.; Setti G.
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition
2022 Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction
2021 Prono, Luciano; Marchioni, Alex; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring
2021 Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca
Deep Neural Oracle with Support Identification in the Compressed Domain
2020 Prono L.; Mangia M.; Marchioni A.; Pareschi F.; Rovatti R.; Setti G.
Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals
2020 Mangia M.; Prono L.; Marchioni A.; Pareschi F.; Rovatti R.; Setti G.
Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles
2020 Mangi M.; Marchioni A.; Prono L.; Pareschi F.; Rovatti R.; Setti G.
Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle
2020 Prono, Luciano; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge
2020 Marchioni A.; Mangia M.; Pareschi F.; Rovatti R.; Setti G.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization | Marchioni, Alex; Enttsel, Andriy; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca | 2024-01-01 | IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS | - | 1.01 Articolo in rivista | Anomaly_Detection_Based_on_Compressed_Data_An_Information_Theoretic_Characterization.pdf |
| Onboard AI for Enhanced FDIR: Revolutionizing Spacecraft Operations with Anomaly Detection | Livia Manovi; Antonio Leboffe; Alex Marchioni; Eleonora Mariotti; Mauro Mangia; Francesco Corallo...; Davide Di Ienno; Ilaria Pinci; Riccardo Rovatti; Carlo Ciancarelli; Gianluca Furano | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers | Manovi, Livia; Capelli, Lorenzo; Marchioni, Alex; Martinini, Filippo; Setti, Gianluca; Mangia, Ma...uro; Rovatti, Riccardo | 2024-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design | Marchioni, A.; Martinini, F.; Manovi, L.; Cortesi, S.; Rovatti, R.; Setti, G.; Mangia, M. | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | adapted compressed sensing with incremental decoder post print.pdf |
| Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain | Onofri, Silvia; Enttsel, Andriy; Manovi, Livia; Marchioni, Alex; Cognetta, Salvatore; Corallo, Fr...ancesco; Ciancarelli, Carlo; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing | Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleon...ora; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco | 2023-01-01 | JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS | - | 1.01 Articolo in rivista | jlpea-13-00017.pdf |
| Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors | Enttsel, Andriy; Martinini, Filippo; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gi...anluca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Streaming Algorithms for Subspace Analysis: an Edge-and Hardware-oriented review | Alex Marchioni; Luciano Prono; Mauro Mangia; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti | 2023-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | STREAMING ALGHORITHMS FOR SUBSPACE ANALYSIS post print.pdf |
| Structured Pruning in Deep Neural Networks with Trainable Probability Masks | Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G. | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections | Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G. | 2022-01-01 | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING | - | 1.01 Articolo in rivista | 11585_907386.pdf |
| Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle | Martinini, Filippo; Enttsel, Andriy; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gi...anluca | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| New Concepts Of Automated Anomaly Detection In Space Operations Through ML-Based Techniques | Ciancarelli C.; Corallo F.; Cognetta S.; Mariotti E.; Manovi L.; Mangia M.; Marchioni A.; Rovatti... R.; Pareschi F.; Setti G. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition | Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction | Prono, Luciano; Marchioni, Alex; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca | 2021-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring | Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca | 2021-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | iotmerged.pdf |
| Deep Neural Oracle with Support Identification in the Compressed Domain | Prono L.; Mangia M.; Marchioni A.; Pareschi F.; Rovatti R.; Setti G. | 2020-01-01 | IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | 11585_812411.pdf |
| Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals | Mangia M.; Prono L.; Marchioni A.; Pareschi F.; Rovatti R.; Setti G. | 2020-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | NN-CSdecoder2019.pdf |
| Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles | Mangi M.; Marchioni A.; Prono L.; Pareschi F.; Rovatti R.; Setti G. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle | Prono, Luciano; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge | Marchioni A.; Mangia M.; Pareschi F.; Rovatti R.; Setti G. | 2020-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | 11585_812406.pdf |