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Journal Article
A. Lanata, Valenza, G., and Scilingo, E. P., “Eye gaze patterns in emotional pictures”, Journal of Ambient Intelligence and Humanized Computing, vol. 4, no. 6, pp. 705–715, 2013.
D. Ioannidis, Tzovaras, D., Mura, G. D., Ferro, M., Valenza, G., Tognetti, A., and Pioggia, G., “Gait and Anthropometric Profile Biometrics: A Step Forward”, Second Generation Biometrics: The Ethical, Legal and Social Context, pp. 105–127, 2012.
S. Rossi, Santarnecchi, E., Valenza, G., and Ulivelli, M., “The heart side of brain neuromodulation”, Phil. Trans. R. Soc. A, vol. 374, p. 20150187, 2016.
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, Lanata, A., and Scilingo, E. P., “Improving emotion recognition systems by embedding cardiorespiratory coupling”, Physiological Measurement, vol. 34, no. 4, 2013.
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., “Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems”, Physical Review E, vol. 89, 2014. PDF icon 2014_valenza_et_al_pre_ipapen2.pdf (1.21 MB)
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.
G. Valenza, Akeju, O., Pavone, K. J., Citi, L., Hartnack, K. E., Sampson, A., Purdon, P. L., Brown, E. N., and Barbieri, R., “Instantaneous monitoring of heart beat dynamics during anesthesia and sedation”, Journal of Computational Surgery, vol. 3, no. 13, 2014. PDF icon 2014_valenza_et_al_jcompsur_anesthesia.pdf (2.51 MB)
G. Valenza, Gentili, C., Lanata, A., and Scilingo, E. P., “Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives”, Artificial Intelligence In Medicine, vol. 57, no. 1, pp. 49–58, 2013.
U. Debarnot, Valenza, G., Champely, S., Scilingo, E. P., De Rossi, D., and Guillot, A., “Motor imagery effectiveness for mirror reversed movements”, Cognitive, Affective, & Behavioral Neuroscience, vol. 11, pp. 22–31, 2011.
G. Valenza, Pioggia, G., Armato, A., Ferro, M., Scilingo, E. P., and De Rossi, D., “A neuron-astrocyte transistor-like model for neuromorphic dressed neurons”, Neural Networks, 2011.
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.
A. Lanata, Valenza, G., and Scilingo, E. P., “A novel EDA glove based on textile-integrated electrodes for affective computing”, Medical and Biological Engineering and Computing, pp. 1–10, 2012.
G. Valenza, Lanata, A., and Scilingo, E. P., “Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation”, Information Technology in Biomedicine, IEEE Transactions on, vol. 16, pp. 683–690, 2012.
G. Valenza, Citi, L., Gentili, C., Lanata, A., Scilingo, E. P., and Barbieri, R., “Point-Process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients”, Methods of Information in Medicine, vol. 53, no. 4, pp. 296–302, 2014.
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., “Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics”, IEEE Transactions on Signal Processing, vol. 61, no. 11, pp. 2914–2926, 2013.
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.
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)
R. G. Garcia, Valenza, G., Tomaz, C. A., and Barbieri, R., “Relationship between cardiac vagal activity and mood congruent memory bias in major depression”, Journal of Affective Disorders, vol. 190, pp. 19–25, 2016.
G. Valenza, Citi, L., Lanata, A., Scilingo, E. P., and Barbieri, R., “Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics”, Nature Scientific Reports, vol. 4, no. 4998, pp. 1–13, 2014.
A. Lanata, Greco, A., Valenza, G., and Scilingo, E. P., “Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration”, Journal of Eye Movement Research, vol. 8, pp. 1–15, 2015.
A. Lanata, Valenza, G., Mancuso, C., and Scilingo, E. P., “Robust multiple cardiac arrhythmia detection through bispectrum analysis”, Expert Systems with Applications, vol. 38, pp. 6798–6804, 2011.
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)
G. Valenza, Lanata, A., and Scilingo, E. P., “The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition”, Affective Computing, IEEE Transactions on, vol. 3, pp. 237–249, 2012.
S. Fani, Ciotti, S., Catalano, M. G., Grioli, G., Tognetti, A., Valenza, G., A. Ajoudani, and Bianchi, M., “Simplifying Telerobotics: Wearability and Teleimpedance Improves Human-Robot Interactions in Teleoperation”, IEEE Robotics Automation Magazine, vol. 25, pp. 77-88, 2018. PDF icon simplifying.pdf (3.67 MB)
M. Orini, Valenza, G., Citi, L., and Barbieri, R., “Tetravariate Point-Process Model for the Continuous Characterization of Cardiovascular-Respiratory Dynamics during Passive Postural Changes”, 2012.
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 (Early Access), In Press. PDF icon 08720217.pdf (1.34 MB)
G. Valenza, Nardelli, M., Lanata, A., Gentili, C., Bertschy, G., Paradiso, R., and Scilingo, E. P., “Wearable Monitoring for Mood Recognition in Bipolar Disorder based on History-Dependent Long-Term Heart Rate Variability Analysis”, IEEE Journal of Biomedical and Health Informatics, 2014.
A. Tognetti, Scilingo, E. P., Anania, G., Carbonaro, N., Lanata, A., Lorussi, F., Mazzei, D., Valenza, G., and De Rossi, D., “Wearable Systems for Brain body Reading and Mind Healing”, CYBER THERAPY AND REHABILITATION MAGAZINE, pp. 39–40, 2011.

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