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2019
A. Greco, Valenza, G., Bicchi, A., Bianchi, M., and Scilingo, E. P., “Assessment of muscle fatigue during isometric contraction using autonomic nervous system correlates”, Biomedical Signal Processing and Control, vol. 51, 2019 [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1746809419300436PDF icon grecoetal_bspc_2ndrev_submit_2.pdf (175.58 KB)
G. Averta, Valenza, G., Catrambone, V., Barontini, F., Scilingo, E. P., Bicchi, A., and Bianchi, M., “On the time-invariance properties of upper limb synergies”, IEEE Transactions on Neural Systems and Rehabilitation Engineering , 2019 [Online]. Available: https://www.ncbi.nlm.nih.gov/pubmed/31135365PDF icon 08720217.pdf (1.34 MB)
2018
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)
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)
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. 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.
A. Greco, Valenza, G., Nardelli, M., Bianchi, M., Lanata, A., and Scilingo, E. P., “Electrodermal activity analysis during affective haptic elicitation”, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 5777–5780.
G. Valenza, Greco, A., Nardelli, M., Bianchi, M., Lanata, A., Rossi, S., and Scilingo, E. P., “Electroencephalographic spectral correlates of caress-like affective haptic stimuli”, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 4733–4736.
E. Battaglia, Bianchi, M., D'Angelo, M. L., D'Imperio, M., Cannella, F., Scilingo, E. P., and Bicchi, A., “A Finite Element Model of Tactile Flow for Softness Perception”, in 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2015), Milano, Italy, August 25th-29th, 2015, 2015, pp. 2430 - 2433 [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7318884PDF icon [PDF] (953.46 KB)
M. Nardelli, Valenza, G., Bianchi, M., Greco, A., Lanata, A., Bicchi, A., and Scilingo, E. P., “Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability”, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 298–301.
A. Lanata, Valenza, G., Greco, A., Gentili, C., Bucchi, F., Frendo, F., and Scilingo, E. P., “How the autonomic nervous system and driving style change with incremental stressing conditions during simulated driving”, IEEE Transactions on Intelligent Transportation Systems, pp. 1505 - 1517 , 2015. PDF icon [PDF] (1.25 MB)
G. Valenza, Garcia, R. G., Citi, L., Scilingo, E. P., Tomaz, C. A., and Barbieri, R., “Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics”, Frontiers in physiology, vol. 6, 2015.
A. Lanata, Guidi, A., Baragli, P., Valenza, G., and Scilingo, E. P., “A novel algorithm for movement artifact removal in ECG signals acquired from wearable systems applied to horses”, PloS one, vol. 10, p. e0140783, 2015.
G. Valenza, Nardelli, M., Lanatà, A., Gentili, C., Bertschy, G., and Scilingo, E. P., “Predicting mood changes in bipolar disorder through heartbeat nonlinear dynamics: A preliminary study”, in Computing in Cardiology Conference (CinC), 2015, 2015, pp. 801–804.
M. Nardelli, Valenza, G., Greco, A., Lanata, A., and Scilingo, E. P., “Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability”, IEEE Transactions on Affective Computing, 2015. PDF icon 2015_nardelli_etal_ieee_tac_iads.pdf (940.87 KB)

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