R. Rovatti

Most-cited papers

Algorithmic fairness through group parities? The case of COMPAS-SAPMOC
F. Lagioia, R. Rovatti, G. Sartor
2022Ai & Society44 citations Open access
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PEDRo: an Event-based Dataset for Person Detection in Robotics
Chiara Boretti, Philippe Bich, Fabio Pareschi, Luciano Prono +2 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)37 citations Open access
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Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway
Daniele Bortolotti, M. Mangia, Andrea Bartolini, R. Rovatti +2 more
2018IEEE Transactions on Emerging Topics in Computing37 citations Open access
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Low-Cost Security of IoT Sensor Nodes With Rakeness-Based Compressed Sensing: Statistical and Known-Plaintext Attacks
M. Mangia, Fabio Pareschi, R. Rovatti, G. Setti
2018IEEE Transactions on Information Forensics and Security34 citations Open access
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Combined HW/SW Drift and Variability Mitigation for PCM-Based Analog In-Memory Computing for Neural Network Applications
A. Antolini, C. Paolino, F. Zavalloni, A. Lico +8 more
2023IEEE Journal on Emerging and Selected Topics in Circuits and Systems32 citations Open access
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A fully CMOS true random number generator based on hidden attractor hyperchaotic system
Ngoc-Hung Nguyen, Georges Kaddoum, Fabio Pareschi, R. Rovatti +1 more
2020Nonlinear dynamics29 citations Open access
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Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals
M. Mangia, Luciano Prono, Alex Marchioni, Fabio Pareschi +2 more
2019IEEE Transactions on Biomedical Circuits and Systems28 citations Open access
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Legal Summarisation through LLMs: The PRODIGIT Project
Thiago Raulino Dal Pont, Federico Galli, Andrea Loreggia, Giuseppe Pisano +2 more
2023arXiv.org20 citations Open access
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Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing
M. Mangia, Alex Marchioni, Fabio Pareschi, R. Rovatti +1 more
2019IEEE Internet of Things Journal20 citations Open access
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Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization
Alex Marchioni, Andriy Enttsel, M. Mangia, R. Rovatti +1 more
2021IEEE Transactions on Systems, Man & Cybernetics. Systems17 citations Open access
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Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge
Alex Marchioni, M. Mangia, Fabio Pareschi, R. Rovatti +1 more
2020IEEE Internet of Things Journal17 citations Open access
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Mutual Inductance Measurement in Wireless Power Transfer Systems Operating in the MHz Range
A. Celentano, C. Paolino, Fabio Pareschi, L. Callegaro +2 more
2024IEEE Transactions on Circuits and Systems - II - Express Briefs14 citations Open access
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Analog-to-Information Conversion
M. Mangia, Fabio Pareschi, Valerio Cambareri, R. Rovatti +1 more
201813 citations
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Adaptive Matrix Design for Boosting Compressed Sensing
M. Mangia, Fabio Pareschi, R. Rovatti, G. Setti
2018IEEE Transactions on Circuits and Systems Part 1: Regular Papers11 citations Open access
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Compressed Sensing: A Game Worth Playing
M. Mangia, Fabio Pareschi, R. Rovatti, G. Setti
202010 citations
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A Unified Design Theory for Class-E Resonant DC–DC Converter Topologies
Fabio Pareschi, Nicola Bertoni, M. Mangia, R. Rovatti +1 more
2019IEEE Access10 citations Open access
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Deep Neural Oracle With Support Identification in the Compressed Domain
Luciano Prono, M. Mangia, Alex Marchioni, Fabio Pareschi +2 more
2020IEEE Journal on Emerging and Selected Topics in Circuits and Systems9 citations Open access
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Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles
Mauro Mangi, Alex Marchioni, Luciano Prono, Fabio Pareschi +2 more
2020International Conference on Artificial Intelligence Circuits and Systems9 citations Open access
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Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units
Chiara Boretti, Luciano Prono, Charlotte Frenkel, G. Indiveri +4 more
2023International Symposium on Circuits and Systems8 citations Open access
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Adapted Compressed Sensing for Effective Hardware Implementations
M. Mangia, Fabio Pareschi, Valerio Cambareri, R. Rovatti +1 more
20188 citations
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A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks
Luciano Prono, Philippe Bich, Chiara Boretti, M. Mangia +3 more
2025IEEE Transactions on Neural Networks and Learning Systems7 citations Open access
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A General Framework for the Assessment of Detectors of Anomalies in Time Series
Andriy Enttsel, Silvia Onofri, Alex Marchioni, M. Mangia +2 more
2024IEEE Transactions on Industrial Informatics7 citations Open access
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Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression
Andriy Enttsel, Alex Marchioni, G. Setti, M. Mangia +1 more
2024International Conference on Artificial Intelligence Circuits and Systems7 citations
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Rakeness-Based Compressed Sensing of Multiple-Graph Signals for IoT Applications
M. Mangia, Fabio Pareschi, R. Varma, R. Rovatti +2 more
2018IEEE Transactions on Circuits and Systems - II - Express Briefs7 citations Open access
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A Zero-Transient Dual-Frequency Control for Class-E Resonant DC–DC Converters
A. Celentano, Fabio Pareschi, R. Rovatti, G. Setti
2023IEEE transactions on power electronics6 citations Open access
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Rakeness-Based Compressed Sensing and Hub Spreading to Administer Short/Long-Range Communication Tradeoff in IoT Settings
M. Mangia, Fabio Pareschi, R. Rovatti, G. Setti
2018IEEE Internet of Things Journal6 citations Open access
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Anomaly Detection-Reconstruction Trade-Off in Autoencoder-Based Compression
Andriy Enttsel, Alex Marchioni, Livia Manovi, Riccardo Nikpali +4 more
2024European Signal Processing Conference5 citations
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Compressed Sensing by Phase Change Memories: Coping with Encoder non-Linearities
C. Paolino, A. Antolini, Fabio Pareschi, M. Mangia +7 more
2021International Symposium on Circuits and Systems5 citations Open access
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Administering Quality-Energy Trade-Off in IoT Sensing Applications by Means of Adapted Compressed Sensing
M. Mangia, Alex Marchioni, Fabio Pareschi, R. Rovatti +1 more
2018IEEE Journal on Emerging and Selected Topics in Circuits and Systems5 citations Open access
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Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors
Andriy Enttsel, Filippo Martinini, Alex Marchioni, M. Mangia +2 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations
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Small-Signal Circuit Model for Synchronous Buck DC/DC Converter featuring ZVS at Low-Side
Francesco Gabriele, Fabio Pareschi, G. Setti, R. Rovatti +2 more
2023International Symposium on Circuits and Systems4 citations Open access
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Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing
C. Paolino, A. Antolini, F. Zavalloni, A. Lico +9 more
2023Journal of Low Power Electronics and Applications4 citations Open access
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A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections
Filippo Martinini, M. Mangia, Alex Marchioni, R. Rovatti +1 more
2022IEEE Journal on Selected Topics in Signal Processing4 citations Open access
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Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment
Filippo Martinini, M. Mangia, Fabio Pareschi, R. Rovatti +1 more
2021Biomedical Circuits and Systems Conference4 citations Open access
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A Methodology for Practical Design and Optimization of Class-E DC-DC Resonant Converters
A. Celentano, Fabio Pareschi, Victor R. Gozalez-Diaz, R. Rovatti +1 more
2020IEEE Access4 citations Open access
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A Wireless Power Transfer System for Biomedical Implants based on an isolated Class-E DC-DC Converter with Power Regulation Capability
A. Celentano, Fabio Pareschi, Virgilio Valente, R. Rovatti +2 more
2020Midwest Symposium on Circuits and Systems4 citations Open access
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Class-E Isolated DC–DC Converter With High-Rate and Cost-Effective Bidirectional Data Channel
Fabio Pareschi, Nicola Bertoni, M. Mangia, Roberto G. Massolini +3 more
2020IEEE transactions on power electronics4 citations Open access
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An Energy-Efficient Multi-Sensor Compressed Sensing System Employing Time-Mode Signal Processing Techniques
Omer Can Akgun, M. Mangia, Fabio Pareschi, R. Rovatti +2 more
2019International Symposium on Circuits and Systems4 citations Open access
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Multi-Layer Confidence Scoring for Detection of Out-of-Distribution Samples, Adversarial Attacks, and In-Distribution Misclassifications
Lorenzo Capelli, Leandro de Souza Rosa, G. Setti, M. Mangia +1 more
2025arXiv.org3 citations
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Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain
Silvia Onofri, Andriy Enttsel, Livia Manovi, Alex Marchioni +6 more
2023Midwest Symposium on Circuits and Systems3 citations
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Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design
Alex Marchioni, Filippo Martinini, Livia Manovi, Silvano Cortesi +3 more
2023International Instrumentation and Measurement Technology Conference3 citations Open access
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Temperature Sensors Virtualization in High Performance Electric Motors
Andrea Zanellini, S. Pellegrini, Mariano Nerone, Igor Valic +5 more
2023International Workshop on Metrology for Automotive3 citations
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Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing
Philippe Bich, Luciano Prono, M. Mangia, Fabio Pareschi +2 more
2022Biomedical Circuits and Systems Conference3 citations Open access
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A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA
Luciano Prono, Alex Marchioni, M. Mangia, Fabio Pareschi +2 more
2019Prime3 citations Open access
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Rakeness-based Compressed Sensing of Surface ElectroMyoGraphy for Improved Hand Movement Recognition in the Compressed Domain
Alex Marchioni, M. Mangia, Fabio Pareschil, R. Rovatti +1 more
2018Biomedical Circuits and Systems Conference3 citations Open access
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Sparse sensing matrix based compressed sensing in low-power ECG sensor nodes
Alex Marchioni, M. Mangia, Fabio Pareschi, R. Rovatti +1 more
2017Biomedical Circuits and Systems Conference3 citations Open access
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Incremental Undersampling MRI Acquisition With Neural Self Assessment
Filippo Martinini, M. Mangia, Alex Marchioni, G. Setti +1 more
2024Signal Processing2 citations Open access
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Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking
Chiara Boretti, Philippe Bich, Luciano Prono, Fabio Pareschi +2 more
2024Biomedical Circuits and Systems Conference2 citations Open access
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Optimized Machine Learning-Based Strategies for On-Board S/C Failure Detection: Software Integration and Testing on a Space-Qualified Processor
Antonio Leboffe, Davide Di Ienno, Ilaria Pinci, Francesco Corallo +7 more
2024IAF Space Operations Symposium2 citations
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SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers
Livia Manovi, Lorenzo Capelli, Alex Marchioni, Filippo Martinini +3 more
2024International Conference on Artificial Intelligence Circuits and Systems2 citations
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