Mauro Mangia

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 65

Top Venues

ISCAS

BioCAS

IEEE Internet Things J.

ICASSP

University of Bologna, Italy (PHD)

Education History

University of Bologna, Italy

PHD

Publications

Silvia Onofri, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
Multi-class Similarity-based Approach for Remaining Useful Life Estimation. I2MTC (2024)
Livia Manovi, Lorenzo Capelli, Alex Marchioni, Filippo Martinini, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers. AICAS (2024)
Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization. IEEE Trans. Syst. Man Cybern. Syst. 54 (1) (2024)
Andriy Enttsel, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression. AICAS (2024)
Alex Marchioni, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices. IEEE Internet Things J. 10 (14) (2023)
Alex Marchioni, Filippo Martinini, L. Manovi, Silvano Cortesi, Riccardo Rovatti, Gianluca Setti, Mauro Mangia
Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design. I2MTC (2023)
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
Combined HW/SW Drift and Variability Mitigation for PCM-Based Analog In-Memory Computing for Neural Network Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Silvia Onofri, Andriy Enttsel, Livia Manovi, Alex Marchioni, Salvatore Cognetta, Francesco Corallo, Carlo Ciancarelli, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain. MWSCAS (2023)
Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation. MWSCAS (2023)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Structured Pruning in Deep Neural Networks with Trainable Probability Masks. MWSCAS (2023)
Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors. ICASSP (2023)
Chiara Boretti, Luciano Prono, Charlotte Frenkel, Giacomo Indiveri, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units. ISCAS (2023)
Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing. BioCAS (2022)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle. BioCAS (2022)
Filippo Martinini, Mauro Mangia, Alex Marchioni, Riccardo Rovatti, Gianluca Setti
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections. IEEE J. Sel. Top. Signal Process. 16 (4) (2022)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition. BioCAS (2022)
Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification. ISCAS (2022)
Carmine Paolino, Alessio Antolini, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Eleonora Franchi Scarselli, Gianluca Setti, Roberto Canegallo, Marcella Carissimi, Marco Pasotti
Phase-Change Memory in Neural Network Layers with Measurements-based Device Models. ISCAS (2022)
Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction. BioCAS (2021)
Alessio Burrello, Alex Marchioni, Davide Brunelli, Simone Benatti, Mauro Mangia, Luca Benini
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring. IEEE Internet Things J. 8 (6) (2021)
Carmine Paolino, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
An architecture for ultra-low-voltage ultra-low-power compressed sensing-based acquisition systems. NorCAS (2021)
Filippo Martinini, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment. BioCAS (2021)
Carmine Paolino, Alessio Antolini, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Eleonora Franchi Scarselli, Antonio Gnudi, Gianluca Setti, Roberto Canegallo, Marcella Carissimi, Marco Pasotti
Compressed Sensing by Phase Change Memories: Coping with Encoder non-Linearities. ISCAS (2021)
Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Anomaly Detection based on Compressed Data: an Information Theoretic Characterization. CoRR (2021)
Federica Zonzini, Matteo Zauli, Mauro Mangia, Nicola Testoni, Luca De Marchi
Model-Assisted Compressed Sensing for Vibration-Based Structural Health Monitoring. IEEE Trans. Ind. Informatics 17 (11) (2021)
Fabio Pareschi, Andrea Celentano, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Through-The-Barrier Communications in Isolated Class-E Converters Embedding a Low-K Transformer. ISCAS (2020)
Mauro Mangia, Luciano Prono, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals. IEEE Trans. Biomed. Circuits Syst. 14 (3) (2020)
Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle. ISCAS (2020)
Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Deep Neural Oracle With Support Identification in the Compressed Domain. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (4) (2020)
Cesar H. Pimentel-Romero, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Geometric constraints in sensing matrix design for compressed sensing. Signal Process. 171 (2020)
Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge. IEEE Internet Things J. 7 (8) (2020)
Carmine Paolino, Luciano Prono, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC. Integr. 75 (2020)
Mauro Mangia, Alex Marchioni, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles. AICAS (2020)
Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Chained Compressed Sensing for Iot Node Security. ICASSP (2019)
Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing. IEEE Internet Things J. 6 (4) (2019)
Fabio Pareschi, Raul Blecic, Mauro Mangia, Adrijan Baric, Riccardo Rovatti, Gianluca Setti
Tuning a Resonant DC/DC Converter on the Second Harmonic for Improving Performance: A Case Study. ISCAS (2019)
Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA. PRIME (2019)
Omer Can Akgun, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti, Wouter A. Serdijn
An Energy-Efficient Multi-Sensor Compressed Sensing System Employing Time-Mode Signal Processing Techniques. ISCAS (2019)
Fabio Pareschi, Nicola Bertoni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
A Unified Design Theory for Class-E Resonant DC-DC Converter Topologies. IEEE Access 7 (2019)
Carmine Paolino, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
A Practical Architecture for SAR-based ADCs with Embedded Compressed Sensing Capabilities. PRIME (2019)
Samprajani Rout, Mauro Mangia, Fabio Pareschi, Gianluca Setti, Riccardo Rovatti, Wouter A. Serdijn
Rakeness-Based Compressed Sensing of Atrial Electrograms for the Diagnosis of Atrial Fibrillation. ISCAS (2019)
Sergio Callegari, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Compressed Sensing of ΔΣ Streams. ICECS (2019)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Low-Cost Security of IoT Sensor Nodes With Rakeness-Based Compressed Sensing: Statistical and Known-Plaintext Attacks. IEEE Trans. Inf. Forensics Secur. 13 (2) (2018)
Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Rakeness-based Compressed Sensing of Surface ElectroMyoGraphy for Improved Hand Movement Recognition in the Compressed Domain. BioCAS (2018)
Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Disturbance Rejection With Rakeness-based Compressed Sensing: Method and Application to Baseline/Powerline Mitigation in ECGs. ISCAS (2018)
Mauro Mangia, Fabio Pareschi, Rohan Varma, Riccardo Rovatti, Jelena Kovacevic, Gianluca Setti
Rakeness-Based Compressed Sensing of Multiple-Graph Signals for IoT Applications. IEEE Trans. Circuits Syst. II Express Briefs (5) (2018)
Alex Marchioni, Cesar H. Pimentel-Romero, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Resource Redistribution in Internet of Things applications by Compressed Sensing: A Survey. ISCAS (2018)
Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway. IEEE Trans. Emerg. Top. Comput. 6 (3) (2018)
Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Administering Quality-Energy Trade-Off in IoT Sensing Applications by Means of Adapted Compressed Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Mauro Mangia, Letizia Magenta, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Projected-Gradient-Descent in Rakeness-Based Compressed Sensing with Disturbance Rejection. NGCAS (2018)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Rakeness-Based Compressed Sensing and Hub Spreading to Administer Short/Long-Range Communication Tradeoff in IoT Settings. IEEE Internet Things J. 5 (3) (2018)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Adaptive Matrix Design for Boosting Compressed Sensing. IEEE Trans. Circuits Syst. I Regul. Pap. (3) (2018)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Countering the false myth of democracy: Boosting compressed sensing performance with maximum-energy approach. ISCAS (2017)
Mauro Mangia, Fabio Pareschi, Valerio Cambareri, Riccardo Rovatti, Gianluca Setti
Rakeness-Based Design of Low-Complexity Compressed Sensing. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2017)
Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Low-complexity greedy algorithm in compressed sensing for the adapted decoding of ECGs. BioCAS (2017)
Mauro Mangia, Daniele Bortolotti, Fabio Pareschi, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti
Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks. Microprocess. Microsystems 48 (2017)
Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Sparse sensing matrix based compressed sensing in low-power ECG sensor nodes. BioCAS (2017)
Fabio Pareschi, Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti
Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals. IEEE Trans. Biomed. Circuits Syst. 11 (6) (2017)
Fabio Pareschi, Pierluigi Albertini, Giovanni Frattini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Hardware-Algorithms Co-Design and Implementation of an Analog-to-Information Converter for Biosignals Based on Compressed Sensing. IEEE Trans. Biomed. Circuits Syst. 10 (1) (2016)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Rakeness and beyond in zero-complexity digital compressed sensing: A down-to-bits case study. BioCAS (2016)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Security analysis of rakeness-based compressed sensing. ISCAS (2016)
Nicola Bertoni, Bathiya Senevirathna, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Pamela Abshire, Jonathan Z. Simon, Gianluca Setti
Low-power EEG monitor based on compressed sensing with compressed domain noise rejection. ISCAS (2016)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Implicit notch filtering in compressed sensing by spectral shaping of sensing matrix. ISCAS (2016)
Bathiya Senevirathna, Lauren Berman, Nicola Bertoni, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Jonathan Z. Simon, Pamela Abshire
Low cost mobile EEG for characterization of cortical auditory responses. ISCAS (2016)
Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti
Application of compressed sensing to ECG signals: Decoder-side benefits of the rakeness approach. BioCAS (2016)
Fabio Pareschi, Tommaso Vincenzi, Mauro Mangia, Nicola Bertoni, Riccardo Rovatti, Gianluca Setti
Application of spread-spectrum techniques to class-E DC/DC converters: some preliminary results. NORCAS (2015)
Daniele Bortolotti, Andrea Bartolini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Luca Benini
Energy-Aware Bio-signal Compressed Sensing Reconstruction: FOCUSS on the WBSN-Gateway. MCSoC (2015)
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Average recovery performances of non-perfectly informed compressed sensing: With applications to multiclass encryption. ICASSP (2015)
Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti
Long-Term ECG monitoring with zeroing Compressed Sensing approach. NORCAS (2015)
Nicola Bertoni, Stefano Bocchi, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Ripple-based power-line communication in switching DC-DC converters exploiting switching frequency modulation. ISCAS (2015)
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
A Case Study in Low-Complexity ECG Signal Encoding: How Compressing is Compressed Sensing? IEEE Signal Process. Lett. 22 (10) (2015)
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Low-Complexity Multiclass Encryption by Compressed Sensing. IEEE Trans. Signal Process. 63 (9) (2015)
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
On Known-Plaintext Attacks to a Compressed Sensing-Based Encryption: A Quantitative Analysis. IEEE Trans. Inf. Forensics Secur. 10 (10) (2015)
Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
An ultra-low power dual-mode ECG monitor for healthcare and wellness. DATE (2015)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Leakage compensation in analog random modulation pre-integration architectures for biosignal acquisition. BioCAS (2014)
Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
Rakeness-based compressed sensing on ultra-low power multi-core biomedicai processors. DASIP (2014)
Alberto Caprara, Fabio Furini, Andrea Lodi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Generation of Antipodal Random Vectors With Prescribed Non-Stationary 2-nd Order Statistics. IEEE Trans. Signal Process. 62 (6) (2014)
Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Pierre Vandergheynst
Combining Spread Spectrum Compressive Sensing with rakeness for low frequency modulation in RMPI architecture. ICASSP (2014)
Mauro Mangia, Marco Paleari, Paolo Ariano, Riccardo Rovatti, Gianluca Setti
Compressed sensing based on rakeness for surface ElectroMyoGraphy. BioCAS (2014)
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Low-complexity Multiclass Encryption by Compressed Sensing, Part II: Known-Plaintext Attacks. CoRR (2013)
Valerio Cambareri, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Joint analog-to-information conversion of heterogeneous biosignals. BioCAS (2013)
Nicola Bertoni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Correlation tuning in compressive sensing based on rakeness: A case study. ICECS (2013)
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
A rakeness-based design flow for Analog-to-Information conversion by Compressive Sensing. ISCAS (2013)
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Embedding Multiclass Data Hiding in Compressed Sensing. CoRR (2013)
Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Rakeness in the design of Analog-to-Information Conversion of Sparse and Localized Signals CoRR (2012)
Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Rakeness in the Design of Analog-to-Information Conversion of Sparse and Localized Signals. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2012)
Salvador Javier Haboba, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
A Pragmatic Look at Some Compressive Sensing Architectures With Saturation and Quantization. IEEE J. Emerg. Sel. Topics Circuits Syst. 2 (3) (2012)
Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti, Giovanni Frattini
Coping with saturating projection stages in RMPI-based Compressive Sensing. ISCAS (2012)
Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Analog-to-information conversion of sparse and non-white signals: Statistical design of sensing waveforms. ISCAS (2011)
Heinz Koeppl, Gianluca Setti, Serge Pelet, Mauro Mangia, Tatjana Petrov, Matthias Peter
Probability metrics to calibrate stochastic chemical kinetics. ISCAS (2010)
Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Narrowband interference reduction in UWB systems based on spreading sequence spectrum shaping. ISCAS (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mauro Mangia