MANGIA, MAURO

MANGIA, MAURO  

DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"  

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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
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 -
Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications Alessio Antolini, Carmine Paolino, Francesco Zavalloni, Andrea Lico, Eleonora Franchi Scarselli, ...Mauro Mangia, Fabio Pareschi, Gianluca Setti, Riccardo Rovatti, Mattia Luigi Torres, Marcella Carissimi, Marco Pasotti 2023-01-01 IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS - 1.01 Articolo in rivista Combined_HW_SW_Drift_and_Variability_Mitigation_for_PCM-based_Analog_In-memory_Computing_for_Neural_Network_Applications_IRIS.pdf
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
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units Boretti C.; Prono L.; Frenkel C.; Indiveri G.; Pareschi F.; Mangia M.; Rovatti R.; Setti G. 2023-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
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 -
A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca 2022-01-01 - - 4.01 Contributo in Atti di convegno -
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca 2022-01-01 - - 4.01 Contributo in Atti di convegno -
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 -
Phase-Change Memory in Neural Network Layers with Measurements-based Device Models Paolino, Carmine; Antolini, Alessio; Pareschi, Fabio; Mangia, Mauro; Rovatti, Riccardo; Scarselli..., Eleonora Franchi; Setti, Gianluca; Canegallo, Roberto; Carissimi, Marcella; Pasotti, Marco 2022-01-01 - The Printing House 4.01 Contributo in Atti di convegno Phase-Change Memory in Neural Network Layers with Measurements-based Device Models IRIS.pdf
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 architecture for ultra-low-voltage ultra-low-power compressed sensing-based acquisition systems Paolino C.; Pareschi F.; Mangia M.; Rovatti R.; Setti G. 2021-01-01 - Institute of Electrical and Electronics Engineers Inc. 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 -
Compressed sensing by phase change memories: Coping with encoder non-linearities Paolino Carmine, Antolini Alessio, Pareschi Fabio, Mangia Mauro, Rovatti Riccardo, Franchi Scarse...lli Eleonora, Gnudi Antonio, Setti Gianluca, Canegallo Roberto, Carissimi Marcella, Pasotti Marco 2021-01-01 - Institute of Electrical and Electronics Engineers 4.01 Contributo in Atti di convegno Compressed_Sensing_by_Phase_Change_Memories_Coping_with_Encoder_non-Linearities_IRIS.pdf
Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment Martinini, Filippo; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca 2021-01-01 - - 4.01 Contributo in Atti di convegno -