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2018
M. Nardelli, Greco, A., Bianchi, M., Scilingo, E. P., and Valenza, G., Classifying affective haptic stimuli through gender-specific heart rate variability nonlinear analysis, IEEE Transactions on Affective Computing, 2018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8301612
V. Catambrone, Greco, A., Averta, G., Bianchi, M., Bicchi, A., Scilingo, E. P., and Valenza, G., EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2018 [Online]. Available: https://ieeexplore.ieee.org/document/8512912PDF icon eeg_complexity_maps_to_characterise_brain_dynamics_during_upper_limb_motor_imagery.pdf (714.98 KB)
A. Greco, Spada, D., Rossi, S., Perani, D., Valenza, G., and Scilingo, E. P., EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 1015–1018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512409
G. Valenza, Greco, A., Bianchi, M., Nardelli, M., Rossi, S., and Scilingo, E. P., EEG oscillations during caress-like affective haptic elicitation, Psychophysiology, vol. 55, p. e13199, 2018 [Online]. Available: https://onlinelibrary.wiley.com/doi/abs/10.1111/psyp.13199
V. Catrambone, Greco, A., Averta, G., Bianchi, M., Vanello, N., Bicchi, A., Valenza, G., and Scilingo, E. P., EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2018 [Online]. Available: https://zenodo.org/record/2559406#.XTbl43ux9GMPDF icon catrambone_et_al_2018.pdf (2.24 MB)
C. Gentili, Benvenuti, S. M., Greco, A., Palomba, D., Scilingo, E. P., and Valenza, G., Exploiting HRV measures for clinical evaluation of depressive symptomatology, International Journal of Psychophysiology, vol. 131, p. S45, 2018 [Online]. Available: https://scholar.google.com/scholar?cluster=11555211109531649620&hl=en&oi=scholarr
S. Ghiasi, Greco, A., Nardelli, M., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressor Test, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743697
M. Nardelli, Greco, A., Valenza, G., Lanatà, A., Bailon, R., and Scilingo, E. P., A multiclass arousal recognition using HRV nonlinear analysis and affective images, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 392–395 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512426
V. Catrambone, Greco, A., Nardelli, M., Ghiasi, S., Vanello, N., Scilingo, E. P., and Valenza, G., A new modelling framework to study time-varying directional brain-heart interactions: Preliminary evaluations and perspectives, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 4611–4614 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8513113
S. Ghiasi, Greco, A., Nardelli, M., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 3068–3071.
M. Nardelli, Lanatà, A., Valenza, G., Sgorbini, M., Baragli, P., and Scilingo, E. P., Real-time Evaluation of ECG Acquisition Systems through Signal Quality Assessment in Horses during Submaximal Treadmill Test, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 498–501 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512373
M. Nardelli, Scilingo, E. P., and Valenza, G., Refined generalized multivariate multiscale fuzzy entropy: A preliminary study on multichannel physiological complexity during postural changes, in 2018 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, 2018, pp. 291–295 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8553527
2017
A. Guidi, Greco, A., Felici, F., Leo, A., Ricciardi, E., Bianchi, M., Bicchi, A., Valenza, G., and Scilingo, E. P., Heart rate variability analysis during muscle fatigue due to prolonged isometric contraction, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2017. PDF icon guidi_et_al.pdf (243.43 KB)
A. Greco, Guidi, A., Felici, F., Leo, A., Ricciardi, E., Bianchi, M., Bicchi, A., Citi, L., Valenza, G., and Scilingo, E. P., Muscle fatigue assessment through electrodermal activity analysis during isometric contraction, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2017. PDF icon greco_et_al.pdf (192.46 KB)
M. Nardelli, Greco, A., Bolea, J., Valenza, G., Scilingo, E. P., and Bailon, R., Reliability of lagged poincaré plot parameters in ultrashort heart rate variability series: Application on affective sounds, IEEE journal of biomedical and health informatics, vol. 22, pp. 741–749, 2017 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/7903605
M. Bianchi, Valenza, G., Lanata, A., Greco, A., Nardelli, M., Bicchi, A., and Scilingo, E. P., On the Role of Affective Properties in Hedonic and Discriminant Haptic Systems, International Journal of Social Robotics, vol. 9, no. 1, pp. 87–95, 2017 [Online]. Available: http://rdcu.be/ugoWPDF icon [PDF] (17.23 MB)
2016
G. Valenza, Orsolini, S., Diciotti, S., Citi, L., Scilingo, E. P., Guerrisi, M., Danti, S., Lucetti, C., Tessa, C., and Barbieri, R., Assessment of spontaneous cardiovascular oscillations in Parkinson's disease, Biomedical Signal Processing and Control, vol. 26, pp. 80–89, 2016.
G. Valenza, Greco, A., Gentili, C., Lanatà, A., Sebastiani, L., Menicucci, D., Gemignani, A., and Scilingo, E. P., Combining electroencephalographic activity and instantaneous heart rate for assessing brain–heart dynamics during visual emotional elicitation in healthy subjects, Phil. Trans. R. Soc. A, vol. 374, p. 20150176, 2016.
G. Valenza, Greco, A., Citi, L., Bianchi, M., Barbieri, R., and Scilingo, E. P., Inhomogeneous point-processes to instantaneously assess affective haptic perception through heartbeat dynamics information, Scientific reports, vol. 6, 2016.
M. Nardelli, Greco, A., Bianchi, M., Scilingo, E. P., and Valenza, G., On the Pleasantness of a Haptic Stimulation: How Different Textures can be Recognized through Heart Rate Variability Nonlinear Analysis, IEEE Engineering in Medicine and Biology Society (EMBC 2016). Orlando, USA, August 16-20, 2016, 2016.
G. Valenza, Nardelli, M., Gentili, C., Bertschy, G., Kosel, M., and Scilingo, E. P., Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics, IEEE Journal of Biomedical and Health Informatics, 2016.
A. Leo, Handjaras, G., Bianchi, M., Marino, H., Gabiccini, M., Guidi, A., Scilingo, E. P., Pietrini, P., Bicchi, A., Santello, M., and Ricciardi, E., A synergy-based hand control is encoded in human motor cortical areas, eLIFE, 2016 [Online]. Available: http://elifesciences.org/content/5/e13420v2PDF icon [PDF] (4.99 MB)
M. Bianchi, Valenza, G., Greco, A., Nardelli, M., Battaglia, E., Bicchi, A., and Scilingo, E. P., Towards a Novel Generation of Haptic and Robotic Interfaces: Integrating A ective Physiology in Human-Robot Interaction, in IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) 2016., New York, August 26-31, 2016, 2016 [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7745100PDF icon [PDF] (997.69 KB)
2015
M. Nardelli, Valenza, G., Greco, A., Lanata, A., and Scilingo, E. P., Arousal recognition system based on heartbeat dynamics during auditory elicitation, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 6110–6113.
G. Valenza and Scilingo, E. P., Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition [electronic resource]: Significant Advances in Data Acquisition, Signal Processing and Classification. Springer, 2015.
G. Valenza, Greco, A., Lanatà, A., Gentili, C., Menicucci, D., Sebastiani, L., Gemignani, A., and Scilingo, E. P., Brain dynamics during emotion elicitation in healthy subjects: An EEG study, in AEIT International Annual Conference (AEIT), 2015, 2015, pp. 1–3.
G. Valenza, Faita, F., Pratali, L., Vanello, N., Lanata, A., Barbieri, R., and Scilingo, E. P., Changes in instantaneous complex dynamics during exercise in Chronic Mountain Sickness, in Computing in Cardiology Conference (CinC), 2015, 2015, pp. 997–1000.
G. Valenza, Citi, L., Gentili, C., Lanata, A., Scilingo, E. P., and Barbieri, R., Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment, IEEE Journal of Biomedical and Health Informatics, vol. 19, pp. 263–274, 2015.
M. Nardelli, Valenza, G., Cristea, I., Gentili, C., Cotet, C., David, D., Lanata, A., and Scilingo, E. P., Characterizing psychological dimensions in non-pathological subjects through autonomic nervous system dynamics, Frontiers in Computational Neuroscience, vol. 9, no. 37, 2015. PDF icon 2015_nardelli_etal_frontiers_compneuroscience_dati_ioana.pdf (923.26 KB)
A. Lanata, Valenza, G., Nardelli, M., Gentili, C., and Scilingo, E. P., Complexity Index from a Personalized Wearable Monitoring System for Assessing Remission in Mental Health, IEEE Journal of Biomedical and Health Informatics, vol. 19, pp. 132–139, 2015.

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