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MANGIA, MAURO

MANGIA, MAURO  

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

Docenti di ruolo di IIa fascia  

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Risultati 1 - 20 di 102 (tempo di esecuzione: 0.061 secondi).
Titolo Autore(i) Anno Periodico Editore Tipo File
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks Prono, L.; Bich, P.; Boretti, C.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G. 2025-01-01 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - 1.01 Articolo in rivista -
Beyond the Black Box: Advancing Transparency, Explainability, and Trust in AI for Space Manovi, L.; Gallon, R.; Furano, G.; Rovatti, R.; Mangia, M.; Menicucci, A.; Schiemenz, F. 2025-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Incremental Undersampling MRI Acquisition With Neural Self Assessment Martinini, F.; Mangia, M.; Marchioni, A.; Setti, G.; Rovatti, R. 2025-01-01 SIGNAL PROCESSING - 1.01 Articolo in rivista 1-s2.0-S0165168424003669-main.pdf
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons Bich, P.; Enttsel, A.; Prono, L.; Marchioni, A.; Pareschi, F.; Mangia, M.; Setti, G.; Rovatti, R. 2025-01-01 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE - 1.01 Articolo in rivista On_the_Universal_Approximation_Properties_of_Deep_Neural_Networks_Using_MAM_Neurons.pdf
The Role of Phase-Change Memory in Edge Computing and Analog In-Memory Computing: An Overview of Recent Research Contributions and Future Challenges Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Quqa, Said; Greco, Lorenzo; Mangia, Mauro;... Pareschi, Fabio; Pasotti, Marco; Franchi Scarselli, Eleonora 2025-01-01 SENSORS - 1.01 Articolo in rivista sensors-25-03618.pdf
A General Framework for the Assessment of Detectors of Anomalies in Time Series Enttsel, Andriy; Onofri, Silvia; Marchioni, Alex; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo 2024-01-01 IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS - 1.01 Articolo in rivista A_General_Framework_for_the_Assessment_of_Detectors_of_Anomalies_in_Time_Series.pdf
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
Anomaly Detection-Reconstruction Trade-off in Autoencoder-based Compression Enttsel, A.; Marchioni, A.; Manovi, L.; Nikpali, R.; Ravaglia, G.; Setti, G.; Rovatti, R.; Mangia..., M. 2024-01-01 - European Signal Processing Conference, EUSIPCO 4.01 Contributo in Atti di convegno -
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression Enttsel, A.; Marchioni, A.; Setti, G.; Mangia, M.; Rovatti, R. 2024-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Multi-class Similarity-based Approach for Remaining Useful Life Estimation Onofri, Silvia; Marchioni, Alex; Setti, Gianluca; Mangia, Mauro; Rovatti, Riccardo 2024-01-01 - - 4.01 Contributo in Atti di convegno -
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 -
Optimized Machine Learning-based strategies for on-board S/C failure detection: software integration and testing on a space-qualified processor Leboffe, A.; Di Ienno, D.; Pinci, I.; Corallo, F.; Ciancarelli, C.; Mangia, M.; Manovi, L.; March...ioni, A.; Rovatti, R.; Mariotti, E.; Furano, G. 2024-01-01 - International Astronautical Federation, IAF 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 -
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: Comparative Review and Implementation on IoT Devices Marchioni, Alex; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca 2023-01-01 IEEE INTERNET OF THINGS JOURNAL - 1.01 Articolo in rivista STREAMING ALGHORITHMS FOR SUBSPACE ANALYSIS post print.pdf