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2020 – today
- 2023
[j23]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): 8039 (2023)- [c62]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: 4473-4482 - [c61]Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti:
EEG-Based Neurodegenerative Disease Classification using LSTM Neural Networks. SSP 2023: 428-432 - 2022
- [j22]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): 3696 (2022) - [c60]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: 3421-3429 - [c59]Laura Falaschetti, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti:
ECG-Based Arrhythmia Classification using Recurrent Neural Networks in Embedded Systems. KES 2022: 3479-3487 - [c58]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: 3948-3956 - [c57]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Michele Alessandrini, Claudio Turchetti:
Wearable Acceleration-Based Human Activity Recognition Using AM-FM Signal Decomposition. KES-IDT 2022: 429-439 - [c56]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: 459-468 - 2021
- [j21]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): 5160 (2021) - [c55]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: 3114-3122 - 2020
- [c54]Wilhelm Daniel Scherz, Ralf Seepold, Natividad Martínez Madrid, Paolo Crippa, Juan Antonio Ortega-Ramírez:
RR interval analysis for the distinction between stress, physical activity and no activity using a portable ECG. EMBC 2020: 4522-4526 - [c53]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: 3103-3111
2010 – 2019
- 2019
- [j20]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: 293-301 (2019) - [j19]Lorenzo Manoni, Claudio Turchetti, Laura Falaschetti, Paolo Crippa:
A Comparative Study of Computational Methods for Compressed Sensing Reconstruction of EMG Signal. Sensors 19(16): 3531 (2019) - [c52]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems. EUSIPCO 2019: 1-5 - [c51]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti:
Recognition of Daily Human Activities Using Accelerometer and sEMG Signals. KES-IDT (2) 2019: 37-47 - [c50]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: 49-62 - 2018
- [j18]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
HMM speech synthesis based on MDCT representation. Int. J. Speech Technol. 21(4): 1045-1055 (2018) - [j17]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization. Sensors 18(9): 2850 (2018) - [c49]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: 187-194 - [c48]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: 1903-1912 - [c47]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, Claudio Turchetti:
A comparative study of machine learning algorithms for physiological signal classification. KES 2018: 1977-1984 - 2017
- [j16]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: 7 (2017) - [j15]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): 4235-4249 (2017) - [j14]Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
Homomorphic Deconvolution for MUAP Estimation From Surface EMG Signals. IEEE J. Biomed. Health Informatics 21(2): 328-338 (2017) - [c46]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: 608-620 - [c45]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: 43-52 - [c44]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals. KES-IDT (2) 2017: 53-62 - [c43]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
Machine learning regression based on particle bernstein polynomials for nonlinear system identification. MLSP 2017: 1-6 - 2016
- [j13]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): 258-266 (2016) - [c42]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
Discrete bessel functions for representing the class of finite duration decaying sequences. EUSIPCO 2016: 2126-2130 - [c41]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Motion Artifact Reduction in Photoplethysmography using Bayesian Classification for Physical Exercise Identification. ICPRAM 2016: 467-474 - [c40]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Learning HMM State Sequences from Phonemes for Speech Synthesis. KES 2016: 1589-1596 - [c39]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Multivariate Direction Scoring for Dimensionality Reduction in Classification Problems. KES-IDT (1) 2016: 413-423 - [c38]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: 425-434 - 2015
- [j12]Ildar Z. Batyrshin, Dragan Pamucar, Paolo Crippa, Feng Liu:
The fuzzy system and its application in East Asia. J. Intell. Fuzzy Syst. 29(6): 2317-2318 (2015) - [j11]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): 1672-1681 (2015) - [c37]Alessandro Baca, Giorgio Biagetti, Marta Camilletti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Luca Rossi, Dario Tonelli, Claudio Turchetti:
CARMA: A robust motion artifact reduction algorithm for heart rate monitoring from PPG signals. EUSIPCO 2015: 2646-2650 - [c36]Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti:
Speaker Identification with Short Sequences of Speech Frames. ICPRAM (2) 2015: 178-185 - [c35]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: 18-23 - [c34]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
A Rule Based Framework for Smart Training Using sEMG Signal. KES-IDT 2015: 89-99 - [c33]Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Distributed Speech Recognition for Lighting System Control. KES-IDT 2015: 101-111 - [c32]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: 85-89 - 2014
- [c31]Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti:
A Multi-class ECG Beat Classifier Based on the Truncated KLT Representation. EMS 2014: 93-98 - [c30]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Distributed Speech and Speaker Identification System for Personalized Domotic Control. mBiDA 2014: 159-170 - [c29]Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
Surface EMG Fatigue Analysis by Means of Homomorphic Deconvolution. mBiDA 2014: 173-188 - [c28]Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
An Analog Front-End for Combined EMG/ECG Wireless Sensors. mBiDA 2014: 215-224 - 2010
- [j10]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): 969-993 (2010) - [c27]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: 3509-3512
2000 – 2009
- 2009
- [j9]Francesco Gianfelici, Claudio Turchetti, Paolo Crippa:
A non-probabilistic recognizer of stochastic signals based on KLT. Signal Process. 89(4): 422-437 (2009) - [j8]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): 536-550 (2009) - [c26]Paolo Crippa, Francesco Gianfelici, Claudio Turchetti:
Information theoretical algorithm based on statistical models for blind identification of nonstationary dynamical systems. IJCNN 2009: 612-618 - 2008
- [j7]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): 1033-1060 (2008) - [c25]Claudio Turchetti, Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa:
A computational intelligence technique for the identification of non-linear non-stationary systems. IJCNN 2008: 3034-3038 - [c24]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: 2985-2988 - [c23]Giorgio Biagetti, Paolo Crippa, Francesco Gianfelici, Claudio Turchetti:
Sensor Network-Based Nonlinear System Identification. KES (1) 2008: 580-587 - 2007
- [j6]Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti:
Multicomponent AM-FM Representations: An Asymptotically Exact Approach. IEEE Trans. Speech Audio Process. 15(3): 823-837 (2007) - [c22]Francesco Gianfelici, Claudio Turchetti, Paolo Crippa:
Efficient Classification of Chaotic Signals with Application to Secure Communications. ICASSP (3) 2007: 1073-1076 - [c21]Giorgio Biagetti, Paolo Crippa, Claudio Turchetti, Andrea Morici:
Efficient Synthesis of Piano Tones with Damped Bessel Functions. DSP 2007: 539-542 - [c20]Francesco Gianfelici, Claudio Turchetti, Paolo Crippa, Viviana Battistelli:
Generalization of a Recognition Algorithm Based on the Karhunen-Loève Transform. KES (1) 2007: 463-470 - 2006
- [c19]Giorgio Biagetti, Paolo Crippa, Claudio Turchetti:
Modeling of speech signals based on Bessel-like orthogonal transform. INTERSPEECH 2006 - 2005
- [c18]Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti:
A Novel KLT Algorithm Optimized for Small Signal Sets. ICASSP (1) 2005: 405-408 - [c17]Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti:
Asymptotically exact AM-FM decomposition based on iterated hilbert transform. INTERSPEECH 2005: 1121-1124 - 2004
- [j5]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): 192-207 (2004) - [c16]Paolo Crippa, Claudio Turchetti, Massimiliano Pirani:
A Stochastic Model of Neural Computing. KES 2004: 683-690 - 2003
- [c15]Marco Caldari, Massimo Conti, Massimo Coppola, Paolo Crippa, Simone Orcioni, Lorenzo Pieralisi, Claudio Turchetti:
System-Level Power Analysis Methodology Applied to the AMBA AHB Bus. DATE 2003: 20032-20039 - [c14]Marco Caldari, Massimo Conti, Paolo Crippa, Giuliano Marozzi, Fabio Di Gennaro, Simone Orcioni, Claudio Turchetti:
SystemC Modeling of a Bluetooth Transceiver: Dynamic Management of Packet Type in a Noisy Channel. DATE 2003: 20214-20219 - [c13]Marco Caldari, Massimo Conti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
Design and Power Analysis in SysteC of an I2C Bus Driver. FDL 2003: 719-727 - [c12]Paolo Crippa, Simone Orcioni, F. Ricciardi, Claudio Turchetti:
Design of a 4.4 to 5 GHz LNA in 0.25µm SiGe BiCMOS technology. ISCAS (1) 2003: 333-336 - [c11]Massimo Conti, Paolo Crippa, Francesco Fedecostunte, Simone Orcioni, F. Ricciardi, Claudio Turchetti, Loris Vendrame:
A modular test structure for CMOS mismatch characterization. ISCAS (5) 2003: 569-572 - [c10]Paolo Crippa, Claudio Turchetti:
Learning of SAINNs from Covariance Function: Historical Learning. KES 2003: 177-183 - 2002
- [j4]Paolo Crippa, Claudio Turchetti, Massimo Conti:
A statistical methodology for the design of high-performance CMOScurrent-steering digital-to-analog converters. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 21(4): 377-394 (2002) - [c9]Giorgio Biagetti, Simone Orcioni, L. Signoracci, Claudio Turchetti, Paolo Crippa, Michele Alessandrini:
SiSMA: a statistical simulator for mismatch analysis of MOS ICs. ICCAD 2002: 490-496 - [c8]Marco Caldari, Massimo Conti, Paolo Crippa, Simone Orcioni, M. Solazzi, Claudio Turchetti:
Dynamic power management in an AMBA-based battery-powered system. ICECS 2002: 525-528 - [c7]Marco Caldari, Massimo Conti, Paolo Crippa, Giuseppe Nuzzo, Simone Orcioni, Claudio Turchetti:
Instruction based power consumption estimation methodology. ICECS 2002: 721-724 - [c6]Massimo Conti, Paolo Crippa, Simone Orcioni, Marcello Pesare, Claudio Turchetti, Loris Vendrame, Silvia Lucherini:
A new methodology for the statistical analysis of VLSI CMOS circuits and its application to flash memories. ISCAS (5) 2002: 89-92 - 2001
- [c5]Paolo Crippa, Massimo Conti, Claudio Turchetti:
A statistical methodology for the design of high-performance current steering DAC's. ISCAS (5) 2001: 311-314 - 2000
- [c4]Massimo Conti, Paolo Crippa, Simone Orcioni, Claudio Turchetti, V. Catani:
Fuzzy controller architecture using fuzzy partition membership functions. KES 2000: 864-867
1990 – 1999
- 1999
- [j3]M. R. Belli, Massimo Conti, Paolo Crippa, Claudio Turchetti:
Artificial neural networks as approximators of stochastic processes. Neural Networks 12(4-5): 647-658 (1999) - [j2]Massimo Conti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
Parametric yield formulation of MOS IC's affected by mismatch effect. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 18(5): 582-596 (1999) - [c3]Massimo Conti, Paolo Crippa, Simone Orcioni, Claudio Turchetti, S. Scolastra:
A current mode multilevel memory using flash A/D converters. ICECS 1999: 1627-1630 - [c2]Massimo Conti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
Statistical modeling of MOS transistor mismatch based on the parameters' autocorrelation function. ISCAS (6) 1999: 222-225 - [c1]Massimo Conti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
A current-mode circuit for fuzzy partition membership functions. ISCAS (5) 1999: 391-394 - 1998
- [j1]Claudio Turchetti, Massimo Conti, Paolo Crippa, Simone Orcioni:
On the approximation of stochastic processes by approximate identity neural networks. IEEE Trans. Neural Networks 9(6): 1069-1085 (1998)
Coauthor Index
[j23] [c62] [c61] [j22] [c60] [c59] [c58] [c57] [c56] [j21] [c55] [c53] [j20] [c52] [c51] [c50] [j18] [j17] [c49] [c48] [c47] [j16] [j15] [j14] [c46] [c45] [c44] [c43] [j13] [c42] [c41] [c40] [c39] [c38] [j11] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [j10] [c27] [j8] [j7] [c25] [c24] [c23] [j6] [c21] [c19] [c18] [c17] [j5] [c9]
[j23] [c62] [c61] [j22] [c60] [c59] [c58] [c57] [c56] [j21] [c55] [c53] [j20] [j19] [c52] [c51] [c50] [j18] [j17] [c49] [c48] [c47] [j16] [j15] [j14] [c46] [c45] [c44] [c43] [j13] [c42] [c41] [c40] [c39] [c38] [j11] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [j10] [c27] [j9] [j8] [c26] [j7] [c25] [c24] [c23] [j6] [c22] [c21] [c20] [c19] [c18] [c17] [j5] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [j4] [c9] [c8] [c7] [c6] [c5] [c4] [j3] [j2] [c3] [c2] [c1] [j1]
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