Giorgio Biagetti

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 41

Top Topics

Machine Learning

Human Activity Recognition

Speaker Identification

Top Venues

Publications

Laura Falaschetti, Sara Bruschi, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
An U-Net Semantic Segmentation Vision System on a Low-Power Embedded Microcontroller Platform. KES (2023)
Michele Alessandrini, Laura Falaschetti, Giorgio Biagetti, Paolo Crippa, Simona Luzzi, Claudio Turchetti
A Deep Learning Model for Correlation Analysis between Electroencephalography Signal and Speech Stimuli. Sensors 23 (19) (2023)
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
EEG-Based Neurodegenerative Disease Classification using LSTM Neural Networks. SSP (2023)
Giorgio Biagetti, Paolo Crippa, Dario Bocchini, Michele Alessandrini, Laura Falaschetti, Claudio Turchetti
Embedded AM-FM Signal Decomposition Algorithm for Continuous Human Activity Monitoring. KES (2022)
Laura Falaschetti, Mattia Beccerica, Giorgio Biagetti, Paolo Crippa, Michele Alessandrini, Claudio Turchetti
A Lightweight CNN-Based Vision System for Concrete Crack Detection on a Low-Power Embedded Microcontroller Platform. KES (2022)
Laura Falaschetti, Giorgio Biagetti, Paolo Crippa, Michele Alessandrini, Di Filippo Giacomo, Claudio Turchetti
A Lightweight and Accurate RNN in Wearable Embedded Systems for Human Activity Recognition. KES-IDT (2022)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Michele Alessandrini, Claudio Turchetti
Wearable Acceleration-Based Human Activity Recognition Using AM-FM Signal Decomposition. KES-IDT (2022)
Laura Falaschetti, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
ECG-Based Arrhythmia Classification using Recurrent Neural Networks in Embedded Systems. KES (2022)
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
EEG-Based Alzheimer's Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network. Sensors 22 (10) (2022)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
Classification of Alzheimer's Disease from EEG Signal Using Robust-PCA Feature Extraction. KES (2021)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Ali Mansour, Claudio Turchetti
Energy and Performance Analysis of Lossless Compression Algorithms for Wireless EMG Sensors. Sensors 21 (15) (2021)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Edoardo Focante, Natividad Martínez Madrid, Ralf Seepold, Claudio Turchetti
Machine Learning and Data Fusion Techniques Applied to Physical Activity Classification Using Photoplethysmographic and Accelerometric Signals. KES (2020)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Reduced complexity algorithm for heart rate monitoring from PPG signals using automatic activity intensity classifier. Biomed. Signal Process. Control. 52 (2019)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems. EUSIPCO (2019)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
Recognition of Daily Human Activities Using Accelerometer and sEMG Signals. KES-IDT (2) (2019)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Riccardo Santarelli, Claudio Turchetti
Classification of Alzheimer's Disease from Structural Magnetic Resonance Imaging using Particle-Bernstein Polynomials Algorithm. KES-IDT (2) (2019)
Wilhelm Daniel Scherz, Ralf Seepold, Natividad Martínez Madrid, Paolo Crippa, Giorgio Biagetti, Laura Falaschetti, Claudio Turchetti
Activity Monitoring and Phase Detection Using a Portable EMG/ECG System. ApplePies (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
HMM speech synthesis based on MDCT representation. Int. J. Speech Technol. 21 (4) (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, Claudio Turchetti
A comparative study of machine learning algorithms for physiological signal classification. KES (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization. Sensors 18 (9) (2018)
Giorgio Biagetti, Diego Coccia, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
An acquisition system of in-house parameters from wireless sensors for the identification of an environmental model. KES (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals. KES-IDT (2) (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
Machine learning regression based on particle bernstein polynomials for nonlinear system identification. MLSP (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
An Investigation on the Accuracy of Truncated DKLT Representation for Speaker Identification With Short Sequences of Speech Frames. IEEE Trans. Cybern. 47 (12) (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
A Portable Wireless sEMG and Inertial Acquisition System for Human Activity Monitoring. IWBBIO (2) (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames. KES-IDT (2) (2017)
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Optimizing linear routing in the ToLHnet protocol to improve performance over long RS-485 buses. EURASIP J. Embed. Syst. 2017 (2017)
Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti
Homomorphic Deconvolution for MUAP Estimation From Surface EMG Signals. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Motion Artifact Reduction in Photoplethysmography using Bayesian Classification for Physical Exercise Identification. ICPRAM (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Multivariate Direction Scoring for Dimensionality Reduction in Classification Problems. KES-IDT (1) (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Learning HMM State Sequences from Phonemes for Speech Synthesis. KES (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
Discrete bessel functions for representing the class of finite duration decaying sequences. EUSIPCO (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Wireless surface electromyograph and electrocardiograph system on 802.15.4. IEEE Trans. Consumer Electron. 62 (3) (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
An Efficient Technique for Real-Time Human Activity Classification Using Accelerometer Data. KES-IDT (1) (2016)
Alessandro Baca, Giorgio Biagetti, Marta Camilletti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Luca Rossini, Dario Tonelli, Claudio Turchetti
CARMA: A robust motion artifact reduction algorithm for heart rate monitoring from PPG signals. EUSIPCO (2015)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
Speaker Identification with Short Sequences of Speech Frames. ICPRAM (2) (2015)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
Analysis of the EMG Signal During Cyclic Movements Using Multicomponent AM-FM Decomposition. IEEE J. Biomed. Health Informatics 19 (5) (2015)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
A Rule Based Framework for Smart Training Using sEMG Signal. KES-IDT (2015)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
An algorithm for automatic words extraction from a stream of phones in dictionary-based large vocabulary continuous speech recognition systems. ISSPIT (2015)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Distributed Speech Recognition for Lighting System Control. KES-IDT (2015)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Nicola Ortolani, Claudio Turchetti
Improvement of RS-485 performance over long distances using the ToLHnet protocol. WISES (2015)
Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti
An Analog Front-End for Combined EMG/ECG Wireless Sensors. mBiDA (2014)
Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti
Surface EMG Fatigue Analysis by Means of Homomorphic Deconvolution. mBiDA (2014)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
A Multi-class ECG Beat Classifier Based on the Truncated KLT Representation. EMS (2014)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Distributed Speech and Speaker Identification System for Personalized Domotic Control. mBiDA (2014)
Giorgio Biagetti, Marco Giammarini, Mauro Ballicchia, Massimo Conti, Simone Orcioni
SystemC-WMS: wave mixed signal simulator for non-linear heterogeneous systems. Int. J. Embed. Syst. 6 (4) (2014)
Michele Alessandrini, Giorgio Biagetti, Alessandro Curzi, Claudio Turchetti
Semi-Automatic Acoustic Model Generation from Large Unsynchronized Audio and Text Chunks. INTERSPEECH (2011)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Claudio Turchetti
Unsupervised identification of nonstationary dynamical systems using a Gaussian mixture model based on EM clustering of SOMs. ISCAS (2010)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
Piecewise linear second moment statistical simulation of ICs affected by non-linear statistical effects. Int. J. Circuit Theory Appl. 38 (9) (2010)
Claudio Turchetti, Giorgio Biagetti, Francesco Gianfelici, Paolo Crippa
Nonlinear System Identification: An Effective Framework Based on the Karhunen-LoÈve Transform. IEEE Trans. Signal Process. 57 (2) (2009)
Andrea Morici, Giorgio Biagetti, Claudio Turchetti
2.4GHz Wireless Electromyograph System with Statistically Optimal Automatic Gain Control - Design and Performance Analysis. BIODEVICES (2009)
Simone Orcioni, Mauro Ballicchia, Giorgio Biagetti, Rocco D. d'Aparo, Massimo Conti
System Level Modelling of RF IC in SystemC-WMS. EURASIP J. Embed. Syst. 2008 (2008)
Claudio Turchetti, Paolo Crippa, Massimiliano Pirani, Giorgio Biagetti
Representation of Nonlinear Random Transformations by Non-Gaussian Stochastic Neural Networks. IEEE Trans. Neural Networks 19 (6) (2008)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
A novel approach to statistical simulation of ICS affected by non-linear variabilities. ISCAS (2008)
Giorgio Biagetti, Paolo Crippa, Francesco Gianfelici, Claudio Turchetti
Sensor Network-Based Nonlinear System Identification. KES (1) (2008)
Claudio Turchetti, Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa
A computational intelligence technique for the identification of non-linear non-stationary systems. IJCNN (2008)
Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
Multicomponent AM-FM Representations: An Asymptotically Exact Approach. IEEE Trans. Speech Audio Process. 15 (3) (2007)
Giorgio Biagetti, Paolo Crippa, Claudio Turchetti, Andrea Morici
Efficient Synthesis of Piano Tones with Damped Bessel Functions. DSP (2007)
Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
Modeling of speech signals based on Bessel-like orthogonal transform. INTERSPEECH (2006)
Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
Asymptotically exact AM-FM decomposition based on iterated hilbert transform. INTERSPEECH (2005)
Simone Orcioni, Giorgio Biagetti, Massimo Conti
SystemC-WMS: A Wave Mixed Signal Simulator. FDL (2005)
Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
A Novel KLT Algorithm Optimized for Small Signal Sets. ICASSP (1) (2005)
Giorgio Biagetti, Simone Orcioni, Claudio Turchetti, Paolo Crippa, Michele Alessandrini
SiSMA-a tool for efficient analysis of analog CMOS integrated circuits affected by device mismatch. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23 (2) (2004)
Massimo Conti, Marco Caldari, Simone Orcioni, Giorgio Biagetti
Analog Circuit Modeling in SystemC. FDL (2003)
Giorgio Biagetti, Simone Orcioni, L. Signoracci, Claudio Turchetti, Paolo Crippa, Michele Alessandrini
SiSMA: a statistical simulator for mismatch analysis of MOS ICs. ICCAD (2002)
Massimo Conti, Simone Orcioni, Claudio Turchetti, Giorgio Biagetti
A current mode multistable memory using asynchronous successive approximation A/D converters. ICECS (1999)