Giorgio Biagetti

Most-cited papers

Multicomponent AM–FM Representations: An Asymptotically Exact Approach
F. Gianfelici, Giorgio Biagetti, P. Crippa, C. Turchetti
2007IEEE Transactions on Audio, Speech, and Language Processing109 citations
Semantic Scholar
EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network
Michele Alessandrini, Giorgio Biagetti, P. Crippa, L. Falaschetti +2 more
2022Italian National Conference on Sensors82 citations Open access
Semantic Scholar
Human activity monitoring system based on wearable sEMG and accelerometer wireless sensor nodes
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2018BioMedical Engineering OnLine78 citations Open access
Semantic Scholar
Recurrent Neural Network for Human Activity Recognition in Embedded Systems Using PPG and Accelerometer Data
Michele Alessandrini, Giorgio Biagetti, P. Crippa, L. Falaschetti +1 more
2021Electronics62 citations Open access
Semantic Scholar
Analysis of the EMG Signal During Cyclic Movements Using Multicomponent AM–FM Decomposition
Giorgio Biagetti, P. Crippa, Alessandro Curzi, S. Orcioni +1 more
2015IEEE journal of biomedical and health informatics55 citations
Semantic Scholar
Classification of Alzheimer's Disease from EEG Signal Using Robust-PCA Feature Extraction
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Luzzi +1 more
2021International Conference on Knowledge-Based Intelligent Information & Engineering Systems46 citations Open access
Semantic Scholar
Dataset from PPG wireless sensor for activity monitoring
Giorgio Biagetti, P. Crippa, L. Falaschetti, Leonardo Saraceni +2 more
2019Data in Brief39 citations Open access
Semantic Scholar
Homomorphic Deconvolution for MUAP Estimation From Surface EMG Signals
Giorgio Biagetti, P. Crippa, S. Orcioni, C. Turchetti
2017IEEE journal of biomedical and health informatics36 citations
Semantic Scholar
Wireless surface electromyograph and electrocardiograph system on 802.15.4
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2016IEEE transactions on consumer electronics34 citations
Semantic Scholar
SARS-CoV-2 multi-variant rapid detector based on graphene transistor functionalized with an engineered dimeric ACE2 receptor
A. Romagnoli, Mattia D'Agostino, E. Pavoni, C. Ardiccioni +24 more
2022Nano Today30 citations Open access
Semantic Scholar
Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2017KES International Conference on Intelligent Decision Technologies29 citations Open access
Semantic Scholar
ECG-Based Arrhythmia Classification using Recurrent Neural Networks in Embedded Systems
L. Falaschetti, Michele Alessandrini, Giorgio Biagetti, P. Crippa +1 more
2022International Conference on Knowledge-Based Intelligent Information & Engineering Systems28 citations Open access
Semantic Scholar
CARMA: A robust motion artifact reduction algorithm for heart rate monitoring from PPG signals
Alessandro Baca, Giorgio Biagetti, Marta Camilletti, P. Crippa +5 more
2015European Signal Processing Conference28 citations Open access
Semantic Scholar
A Multi-Channel Electromyography, Electrocardiography and Inertial Wireless Sensor Module Using Bluetooth Low-Energy
Giorgio Biagetti, P. Crippa, L. Falaschetti, C. Turchetti
2020Electronics27 citations Open access
Semantic Scholar
An Investigation on the Accuracy of Truncated DKLT Representation for Speaker Identification With Short Sequences of Speech Frames
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2017IEEE Transactions on Cybernetics27 citations
Semantic Scholar
A comparative study of machine learning algorithms for physiological signal classification
Giorgio Biagetti, P. Crippa, L. Falaschetti, Giulia Tanoni +1 more
2018International Conference on Knowledge-Based Intelligent Information & Engineering Systems26 citations Open access
Semantic Scholar
Nonlinear System Identification: An Effective Framework Based on the Karhunen–LoÈve Transform
C. Turchetti, Giorgio Biagetti, F. Gianfelici, P. Crippa
2009IEEE Transactions on Signal Processing25 citations
Semantic Scholar
Representation of Nonlinear Random Transformations by Non-Gaussian Stochastic Neural Networks
C. Turchetti, P. Crippa, Massimiliano Pirani, Giorgio Biagetti
2008IEEE Transactions on Neural Networks24 citations
Semantic Scholar
A Lightweight CNN-Based Vision System for Concrete Crack Detection on a Low-Power Embedded Microcontroller Platform
L. Falaschetti, Mattia Beccerica, Giorgio Biagetti, P. Crippa +2 more
2022International Conference on Knowledge-Based Intelligent Information & Engineering Systems21 citations Open access
Semantic Scholar
Singular Value Decomposition in Embedded Systems Based on ARM Cortex-M Architecture
Michele Alessandrini, Giorgio Biagetti, P. Crippa, L. Falaschetti +2 more
2020Electronics21 citations Open access
Semantic Scholar
Speaker Identification with Short Sequences of Speech Frames
Giorgio Biagetti, P. Crippa, Alessandro Curzi, S. Orcioni +1 more
2015International Conference on Pattern Recognition Applications and Methods20 citations Open access
Semantic Scholar
A Multi-class ECG Beat Classifier Based on the Truncated KLT Representation
Giorgio Biagetti, P. Crippa, Alessandro Curzi, S. Orcioni +1 more
2014European Symposium on Computer Modeling and Simulation20 citations
Semantic Scholar
SystemC-WMS: Mixed-Signal Simulation Based on Wave Exchanges
S. Orcioni, Giorgio Biagetti, M. Conti
200620 citations
Semantic Scholar
AM-FM decomposition of speech signals: an asymptotically exact approach based on the iterated hilbert transform
F. Gianfelici, Giorgio Biagetti, P. Crippa, C. Turchetti
2005IEEE/SP 13th Workshop on Statistical Signal Processing, 200519 citations
Semantic Scholar
A novel KLT algorithm optimized for small signal sets [speech processing applications]
F. Gianfelici, Giorgio Biagetti, P. Crippa, C. Turchetti
2005Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.19 citations
Semantic Scholar
Multi-Class Detection of Neurodegenerative Diseases from EEG Signals Using Lightweight LSTM Neural Networks
L. Falaschetti, Giorgio Biagetti, Michele Alessandrini, Claudio Turchetti +2 more
2024Italian National Conference on Sensors18 citations
Semantic Scholar
A Rule Based Framework for Smart Training Using sEMG Signal
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2015KES International Conference on Intelligent Decision Technologies18 citations
Semantic Scholar
Energy and Performance Analysis of Lossless Compression Algorithms for Wireless EMG Sensors
Giorgio Biagetti, P. Crippa, L. Falaschetti, A. Mansour +1 more
2021Italian National Conference on Sensors17 citations Open access
Semantic Scholar
Reduced complexity algorithm for heart rate monitoring from PPG signals using automatic activity intensity classifier
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2019Biomedical Signal Processing and Control17 citations
Semantic Scholar
Surface EMG Fatigue Analysis by Means of Homomorphic Deconvolution
Giorgio Biagetti, P. Crippa, S. Orcioni, C. Turchetti
2014Workshop on Mobile Networks for Biometric Data Analysis17 citations
Semantic Scholar
EEG-Based Neurodegenerative Disease Classification using LSTM Neural Networks
Michele Alessandrini, Giorgio Biagetti, P. Crippa, L. Falaschetti +2 more
2023Symposium on Software Performance16 citations
Semantic Scholar
Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization
Giorgio Biagetti, P. Crippa, L. Falaschetti, C. Turchetti
2018Italian National Conference on Sensors16 citations Open access
Semantic Scholar
System Level Modelling of RF IC in SystemC-WMS
S. Orcioni, M. Ballicchia, Giorgio Biagetti, R. d'Aparo +1 more
2008EURASIP Journal on Embedded Systems16 citations
Semantic Scholar
A Portable Wireless sEMG and Inertial Acquisition System for Human Activity Monitoring
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2017International Work-Conference on Bioinformatics and Biomedical Engineering15 citations
Semantic Scholar
Modeling and Electrochemical Characterization of Electrodes Based on Epoxy Composite with Functionalized Nanocarbon Fillers at High Concentration
A. Cataldo, Giorgio Biagetti, D. Mencarelli, F. Micciulla +4 more
2020Nanomaterials14 citations Open access
Semantic Scholar
Robust Speaker Identification in a Meeting with Short Audio Segments
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
201612 citations Open access
Semantic Scholar
Motion Artifact Reduction in Photoplethysmography using Bayesian Classification for Physical Exercise Identification
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2016International Conference on Pattern Recognition Applications and Methods12 citations Open access
Semantic Scholar
Microcontroller Implementation of LSTM Neural Networks for Dynamic Hand Gesture Recognition
Kevin Di Leo, Giorgio Biagetti, L. Falaschetti, P. Crippa
2025Italian National Conference on Sensors11 citations Open access
Semantic Scholar
Machine Learning and Data Fusion Techniques Applied to Physical Activity Classification Using Photoplethysmographic and Accelerometric Signals
Giorgio Biagetti, P. Crippa, L. Falaschetti, Edoardo Focante +3 more
2020International Conference on Knowledge-Based Intelligent Information & Engineering Systems11 citations Open access
Semantic Scholar
An Efficient Technique for Real-Time Human Activity Classification Using Accelerometer Data
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2016KES International Conference on Intelligent Decision Technologies11 citations
Semantic Scholar
Semi-Automatic Acoustic Model Generation from Large Unsynchronized Audio and Text Chunks
Michele Alessandrini, Giorgio Biagetti, Alessandro Curzi, C. Turchetti
2011Interspeech11 citations
Semantic Scholar
Open-Source HW/SW Co-Simulation Using QEMU and GHDL for VHDL-Based SoC Design
Giorgio Biagetti, L. Falaschetti, P. Crippa, Michele Alessandrini +1 more
2023Electronics10 citations Open access
Semantic Scholar
Machine learning regression based on particle bernstein polynomials for nonlinear system identification
Giorgio Biagetti, P. Crippa, L. Falaschetti, C. Turchetti
2017International Workshop on Machine Learning for Signal Processing10 citations
Semantic Scholar
ToLHnet: A low-complexity protocol for mixed wired and wireless low-rate control networks
Giorgio Biagetti, P. Crippa, Alessandro Curzi, S. Orcioni +1 more
20142014 6th European Embedded Design in Education and Research Conference (EDERC)10 citations
Semantic Scholar
A Lightweight and Accurate RNN in Wearable Embedded Systems for Human Activity Recognition
L. Falaschetti, Giorgio Biagetti, P. Crippa, Michele Alessandrini +2 more
2022KES International Conference on Intelligent Decision Technologies9 citations
Semantic Scholar
Dataset from spirometer and sEMG wireless sensor for diaphragmatic respiratory activity monitoring
Giorgio Biagetti, V. Carnielli, P. Crippa, L. Falaschetti +3 more
2019Data in Brief8 citations Open access
Semantic Scholar
A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems
Giorgio Biagetti, P. Crippa, L. Falaschetti, C. Turchetti
2019European Signal Processing Conference8 citations
Semantic Scholar
Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames
Giorgio Biagetti, P. Crippa, L. Falaschetti, S. Orcioni +1 more
2017KES International Conference on Intelligent Decision Technologies8 citations Open access
Semantic Scholar
High-Accuracy Clock Synchronization in Low-Power Wireless sEMG Sensors
Giorgio Biagetti, Michele Sulis, L. Falaschetti, P. Crippa
2025Italian National Conference on Sensors7 citations Open access
Semantic Scholar
A Driving Technique for AC-AC Direct Matrix Converters Based on Sigma-Delta Modulation
S. Orcioni, Giorgio Biagetti, P. Crippa, L. Falaschetti
2019Energies7 citations Open access
Semantic Scholar