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2014
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.
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., “Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models”, in 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014.
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.
2013
G. Valenza, Lanata, A., Paradiso, R., and Scilingo, E. P., “Advanced Technology Meets Mental Health: How smartphones, textile electronics, and signal processing can serve mental health monitoring, diagnosis, and treatment.”, IEEE pulse, vol. 5, no. 3, pp. 56–59, 2013.
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.
G. Valenza, Lanata, A., and Scilingo, E. P., “Improving emotion recognition systems by embedding cardiorespiratory coupling”, Physiological Measurement, vol. 34, no. 4, 2013.
R. Barbieri, Citi, L., Valenza, G., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S., and Toschi, N., “Increased Instability of Heartbeat Dynamics in Parkinson's Disease”, in Computers in Cardiology, 2013.
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., “Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model”, in World Congress on Medical Physics and Biomedical Engineering, May 26-31, 2012, Beijing, China, 2013, pp. 530–533.
G. Valenza, Citi, L., and Barbieri, R., “Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models”, in Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 2013, pp. 6131–6134.
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.
G. Valenza, Citi, L., Lanata, A., Scilingo, E. P., and Barbieri, R., “A nonlinear heartbeat dynamics model approach for personalized emotion recognition”, in Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 2013, pp. 2579–2582.
G. Valenza, Tedesco, L., Lanata, A., De Rossi, D., and Scilingo, E. P., “Novel Spiking Neuron-Astrocyte Networks based on NoNlinearTransistor-Like Models of Tripartite Synapses”, in Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13), Osaka, Japan, 2013.
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.
2012
S. Matu, Cristea, I., Coteţ, C., Valenza, G., Gentili, C., Scilingo, E. P., and David, D., “Are socially anxious individuals less empathic? A psychophysiological investigation of facial mimicry for emotional expressions”, International Journal of Psychophysiology, vol. 85, pp. 375–376, 2012.
I. Cristea, Valenza, G., Gentili, C., Tatar, A. S., Scilingo, E. P., and David, D., “Cognitive reappraisal and acceptance distinctively impact heart rate variability in socially anxious individuals”, International Journal of Psychophysiology, vol. 85, p. 339, 2012.
A. Greco, Lanata, A., Valenza, G., Rota, G., Vanello, N., and Scilingo, E. P., “On the deconvolution analysis of electrodermal activity in bipolar patients”, in Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, 2012, pp. 6691–6694.
G. Valenza, Allegrini, P., Lanata, A., and Scilingo, E. P., “Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation”, Frontiers in Neuroengineering, vol. 5, 2012.
A. Lanata, Valenza, G., and Scilingo, E. P., “Eye gaze patterns in emotional pictures”, Journal of Ambient Intelligence and Humanized Computing, pp. 1–11, 2012.
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.
L. Citi, Valenza, G., and Barbieri, R., “Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents”, in 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012, pp. 13–16.
L. Citi, Valenza, G., Purdon, P. L., Brown, E. N., and Barbieri, R., “Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent”, in 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012, pp. 3124–3127.
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, 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.
N. Vanello, Guidi, A., Gentili, C., Werner, S., Bertschy, G., Valenza, G., Lanata, A., and Scilingo, E. P., “Speech analysis for mood state characterization in bipolar patients”, in Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, 2012, pp. 2104–2107.
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. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., “Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study”, in Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, 2012, pp. 29–32.
2011
U. Debarnot, Castellani, E., Valenza, G., Sebastiani, L., and Guillot, A., “Daytime naps improve motor imagery learning”, Cognitive, Affective, & Behavioral Neuroscience, pp. 1–10, 2011.
G. Valenza, Carboncini, M. C., Virgillito, A., Creatini, I., Bonfiglio, L., Rossi, B., Lanata, A., and Scilingo, E. P., “EEG complexity drug-induced changes in disorders of consciousness: A preliminary report”, in Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE, 2011, pp. 3724–3727.
A. Lanata, Armato, A., Valenza, G., and Scilingo, E. P., “Eye tracking and pupil size variation as response to affective stimuli: A preliminary study”, in Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2011 5th International Conference on, 2011, pp. 78–84.

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