Alex Marchioni

发表

Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring

Luca Benini, Mauro Mangia, Davide Brunelli, 2021, IEEE Internet of Things Journal.

Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles

Riccardo Rovatti, Mauro Mangia, Alex Marchioni, 2020, 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS).

Deep Neural Oracle With Support Identification in the Compressed Domain

Riccardo Rovatti, Mauro Mangia, Alex Marchioni, 2020, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge

Riccardo Rovatti, Mauro Mangia, Fabio Pareschi, 2020, IEEE Internet of Things Journal.

Rakeness-based Compressed Sensing of Surface ElectroMyoGraphy for Improved Hand Movement Recognition in the Compressed Domain

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2018, 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Disturbance Rejection With Rakeness-based Compressed Sensing: Method and Application to Baseline/Powerline Mitigation in ECGs

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).

Sparse sensing matrix based compressed sensing in low-power ECG sensor nodes

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2017, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Chained Compressed Sensing for Iot Node Security

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2019, 2019 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME).

Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle

Riccardo Rovatti, Mauro Mangia, Alex Marchioni, 2020, ISCAS.

Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals

Riccardo Rovatti, Mauro Mangia, Fabio Pareschi, 2020, IEEE Transactions on Biomedical Circuits and Systems.

Projected-Gradient-Descent in Rakeness-Based Compressed Sensing with Disturbance Rejection

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2018, 2018 New Generation of CAS (NGCAS).

Low-complexity greedy algorithm in compressed sensing for the adapted decoding of ECGs

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2017, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2019, IEEE Internet of Things Journal.

Administering Quality-Energy Trade-Off in IoT Sensing Applications by Means of Adapted Compressed Sensing

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2018, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Resource Redistribution in Internet of Things applications by Compressed Sensing: A Survey

Riccardo Rovatti, Mauro Mangia, Fabio Pareschi, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).

Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways

Luca Benini, Alessio Burrello, Davide Brunelli, 2019, CF.

Anomaly Detection based on Compressed Data: an Information Theoretic Characterization pdf

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2021, ArXiv.

An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2021, 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Streaming Algorithms for Subspace Analysis: an Edge- and Hardware-oriented review

Riccardo Rovatti, Mauro Mangia, Gianluca Setti, 2021 .