Pubblicazioni di Astolfi Laura
2024
Antonacci Yuri, Toppi Jlenia, Pietrabissa Antonio, Anzolin Alessandra, Astolfi Laura
Measuring Connectivity in Linear Multivariate Processes With Penalized Regression Techniques. IEEE ACCESS 2024: 30638-30652
2022
Toppi J, Siniatchkin M, Vogel P, Freitag C M, Astolfi L, Ciaramidaro A
A novel approach to measure brain-to-brain spatial and temporal alignment during positive empathy. SCIENTIFIC REPORTS 2022: -
Puxeddu M. G., Faskowitz J., Sporns O., Astolfi L., Betzel R. F.
Multi-modal and multi-subject modular organization of human brain networks. NEUROIMAGE 2022: -
2021
Puxeddu M. G., Petti M., Astolfi L.
A Comprehensive Analysis of Multilayer Community Detection Algorithms for Application to EEG-Based Brain Networks. FRONTIERS IN SYSTEMS NEUROSCIENCE 2021: -
Ursino M., Ricci G., Astolfi L., Pichiorri F., Petti M., Magosso E.
Antonacci Y., Minati L., Faes L., Pernice R., Nollo G., Toppi J., Pietrabissa A., Astolfi L.
Estimation of Granger Causality through Artificial Neural Networks: applications to Physiological Systems and Chaotic Electronic Oscillators. PEERJ. COMPUTER SCIENCE. 2021: 1-44
Puxeddu Maria Grazia, Petti Manuela, Astolfi Laura
Multi-layer analysis of multi-frequency brain networks as a new tool to study EEG topological organization. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2021: 924-927
Anzolin A., Toppi J., Petti M., Cincotti F., Astolfi L.
Antonacci Yuri, Astolfi Laura, Faes Luca
Testing different methodologies for Granger causality estimation: A simulation study. 2020 28th European Signal Processing Conference (EUSIPCO) 2021: 940-944
2020
Zhang Yu, Wu Wei, Toll Russell T, Naparstek Sharon, Maron-Katz Adi, Watts Mallissa, Gordon Joseph, Jeong Jisoo, Astolfi Laura, Shpigel Emmanuel, Longwell Parker, Sarhadi Kamron, El-Said Dawlat, Li Yuanqing, Cooper Crystal, Chin-Fatt Cherise, Arns Martijn, Goodkind Madeleine S, Trivedi Madhukar H, Marmar Charles R, Etkin Amit
Identification of psychiatric disorder subtypes from functional connectivity patterns in resting-state electroencephalography. NATURE BIOMEDICAL ENGINEERING 2020: -
Antonacci Yuri, Faes Luca, Astolfi Laura
Information Dynamics Analysis: A new approach based on Sparse Identification of Linear Parametric Models*. 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2020: 26-29
Antonacci Yuri, Astolfi Laura, Nollo Giandomenico, Faes Luca
Antonacci Yuri, Astolfi Laura, Busacca Alessandro, Pernice Riccardo, Nollo Giandomenico, Faes Luca
Model-based transfer entropy analysis of brain-body interactions with penalized regression techniques. 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO) 2020: 1-2
Anzolin A., Isenburg K., Grahl A., Toppi J., Yucel M., Ellingsen D. M., Gerber J., Ciaramidaro A., Astolfi L., Kaptchuk T. J., Napadow V.
Patient-Clinician Brain Response during Clinical Encounter and Pain Treatment. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2020: 1512-1515
Astolfi L., Toppi J., Ciaramidaro A., Vogel P., Freitag C. M., Siniatchkin M.
Puxeddu M. G., Faskowitz J., Betzel R. F., Petti M., Astolfi L., Sporns O.
2019
Marinazzo D., Riera J. J., Marzetti L., Astolfi L., Yao D., Valdes Sosa P. A.
Controversies in EEG Source Imaging and Connectivity: Modeling, Validation, Benchmarking. BRAIN TOPOGRAPHY 2019: 527-529
He B., Astolfi L., Valdes-Sosa P. A., Marinazzo D., Palva S. O., Benar C. -G., Michel C. M., Koenig T.
Electrophysiological Brain Connectivity: Theory and Implementation. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2019: 2115-2137
Antonacci Yuri, Toppi Jlenia, Mattia Donatella, Pietrabissa Antonio, Astolfi Laura
Estimation of brain connectivity through Artificial Neural Networks. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019: 636-639
Formisano R., Toppi J., Risetti M., Aloisi M., Contrada M., Ciurli P. M., Falletta Caravasso C., Luccichenti G., Astolfi L., Cincotti F., Mattia D.
Language-Related Brain Potentials in Patients With Disorders of Consciousness: A Follow-up Study to Detect “Covert” Language Disorders. NEUROREHABILITATION AND NEURAL REPAIR 2019: 513-522
Puxeddu MARIA GRAZIA, Faskowitz Joshua, Petti Manuela, Astolfi Laura, Sporns Olaf
Modular Structure of Anatomical Brain Networks across the Human Lifespan. Abstract book of the annual meeting of human brain mapping organization 2019: -
Tieri Paolo, Farina Lorenzo, Petti Manuela, Astolfi Laura, Paci Paola, Castiglione Filippo
Network Inference and Reconstruction in Bioinformatics. Encyclopedia of Bioinformatics and Computational Biology 2019: 805-813
Anzolin A., Presti P., Van De Steen F., Astolfi L., Haufe S., Marinazzo D.
Quantifying the Effect of Demixing Approaches on Directed Connectivity Estimated Between Reconstructed EEG Sources. BRAIN TOPOGRAPHY 2019: 655-674
Puxeddu MARIA GRAZIA, Toppi Jlenia, Mattia Donatella, Astolfi Laura
Reduction of Latency Jitter in ERP through Visibility Graphs and Community Detection. 2019 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019: -
Antonacci Yuri, Toppi Jlenia, Mattia Donatella, Pietrabissa Antonio, Astolfi Laura
Single-trial Connectivity Estimation through the Least Absolute Shrinkage and Selection Operator. 2019 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019: 6422-6425
Antonacci Yuri, Toppi Jlenia, Pietrabissa Antonio, Mattia Donatella, Astolfi Laura
The estimation of Granger causality on single EEG trials by means of penalized regressions. Abstract book of the annual meeting of human brain mapping organization 2019: -
Puxeddu MARIA GRAZIA, Petti Manuela, Mattia Donatella, Astolfi Laura
The Optimal Setting for Multilayer Modularity Optimization in Multilayer Brain Networks. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019: 624-627
2018
Pichiorri Floriana, Petti Manuela, Caschera Stefano, Astolfi Laura, Cincotti Febo, Mattia Donatella
An EEG index of sensorimotor interhemispheric coupling after unilateral stroke: clinical and neurophysiological study. EUROPEAN JOURNAL OF NEUROSCIENCE 2018: 158-163
Puxeddu M. G., Petti M., Pichiorri F., Cincotti F., Mattia D., Astolfi L.
Analysis of multilayer clustering algorithms for the application to brain functional connectivity. VI Congresso Gruppo Nazionale di Bioingegneria 2018: -
Toppi Jlenia, Astolfi Laura, Risetti Monica, Anzolin Alessandra, Kober Silvia E., Wood Guilherme, Mattia Donatella
Different topological properties of EEG-derived networks describe working memory phases as revealed by graph theoretical analysis. FRONTIERS IN HUMAN NEUROSCIENCE 2018: 1-16
Antonacci Y., Toppi J., Pietrabissa A., Cincotti F., Mattia D., Astolfi L.
How does multicollinearity affect brain connectivity estimation? A simulation study based on penalized regression technique. Abstract Book of the sixth national congress of bioengineering 2018: -
Petti M., Pichiorri F., Cincotti F., Mattia D., Astolfi L.
Motifs analysis-based indices to discover brain network architecture. VI Congresso Gruppo Nazionale di Bioingegneria 2018: -
Antonacci Yuri, Toppi Jlenia, Pietrabissa Antonio, Mattia Donatella, Astolfi Laura
Toward estimation of brain connectivity as new feature for BCI application. Abstract Book of the seventh International BCI Meeting 2018: -
Toppi J., Mattia D., Cincotti F., Formisano R., Astolfi L.
Toppi J., Mattia D., Formisano R., Cincotti F., Astolfi L.
2017
Petti M., Pichiorri F., Toppi J., Astolfi L., Cincotti F., Mattia D.
BCI-assisted training for upper limb motor rehabilitation: estimation of effects on individual brain connectivity and motor functions. Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 2017: 406-409
Anzolin A., Mattia D., Toppi J., Pichiorri F., Riccio A., Astolfi L.
Brain connectivity networks at the basis of human attention components: An EEG study. 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2017: 3953-3956
Puxeddu MARIA GRAZIA, Petti M., Pichiorri Floriana, Cincotti Febo, Mattia D., Astolfi L.
Community detection: Comparison among clustering algorithms and application to EEG-based brain networks. 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017) 2017: 3965-3968
Caschera S., Petti M., Mattia D., Astolfi L.
EEG source estimation accuracy in presence of simulated cortical lesions. 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2017: 544-547
Anzolin Alessandra, Astolfi Laura, Toppi Jlenia, Riccio Angela, Pichiorri Floriana, Cincotti Febo, Mattia Donatella
Electroencephalography (EEG)-Derived Markers to Measure Components of Attention Processing. Proceedings of the 7th Graz Brain-Computer Interface Conference 2017. From Vision to Reality 2017: 15-19
Antonacci Yuri, Toppi Jlenia, Caschera Stefano, Anzolin Alessandra, Mattia Donatella, Astolfi Laura
Estimating brain connectivity when few data points are available: Perspectives and limitations. 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2017: 4351-4354
Petti M, Astolfi L, Masciullo M, Clausi S, Pichiorri F, Cincotti F, Mattia D, Molinari M.
Transcranial cerebellar direct current stimulation: Effects on brain resting state oscillatory and network activity. 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017) 2017: 4359-4362
2016
Petti Manuela, Toppi Jlenia, Babiloni Fabio, Cincotti Febo, Mattia Donatella, Astolfi Laura
EEG Resting-State Brain Topological Reorganization as a Function of Age. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2016: 1-10
Mattia Donatella, Astolfi Laura, Toppi Jlenia, Petti Manuela, Pichiorri Floriana, Cincotti Febo
Interfacing brain and computer in neurorehabilitation. 2016 4th International Winter Conference on Brain-Computer Interface (BCI 2016) 2016: 1-2
Riccio A., Pichiorri F., Schettini F., Toppi J., Risetti M., Formisano R., Molinari M., Astolfi L., Cincotti F., Mattia D
Interfacing brain with computer to improve communication and rehabilitation after brain damage. Brain-Computer Interfaces: Lab Experiments to Real-World Applications 2016: 357-387
Toppi Jlenia, Borghini Gianluca, Petti Manuela, He Eric J, De Giusti Vittorio, He Bin, Astolfi Laura, Babiloni Fabio