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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.
A. Duggento, Passamonti, L., Valenza, G., Barbieri, R., Guerrisi, M., and Toschi, N., Multivariate Granger causality unveils directed parietal to prefrontal cortex connectivity during task-free MRI, Scientific reports, vol. 8, pp. 1–11, 2018 [Online]. Available:
M. Nardelli, Scilingo, E. P., and Valenza, G., Multichannel Complexity Index (MCI) for a multi-organ physiological complexity assessment, Physica A: Statistical Mechanics and its Applications, vol. 530, 2019 [Online]. Available: icon 1-s2.0-s0378437119309070-main.pdf (550.29 KB)
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, Wendt, H., Kiyono, K., Hayano, J., Watanabe, E., Yamamoto, Y., Abry, P., and Barbieri, R., Mortality prediction in severe congestive heart failure patients with multifractal point-process modeling of heartbeat dynamics, IEEE Transactions on Biomedical Engineering, vol. 65, pp. 2345–2354, 2018 [Online]. Available:
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., Saul, J. P., and Barbieri, R., Measures of sympathetic and parasympathetic autonomic outflow from heartbeat dynamics, Journal of applied physiology, vol. 125, pp. 19–39, 2018 [Online]. Available:
A. Greco, Faes, L., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., Lateralization of directional brain-heart information transfer during visual emotional elicitation, American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, vol. 317, 2019 [Online]. Available:
S. Fani, Ciotti, S., Catalano, M. G., Grioli, G., Tognetti, A., Valenza, G., A. Ajoudani, and Bianchi, M., Integrating wearable haptics and teleimpedance methods for augmented human-robot interaction with synergy-inspired robotic systems, Robotic & Automation Magazine, Accepted, 2017 [Online]. Available:
G. Valenza, Faes, L., Citi, L., Orini, M., and Barbieri, R., Instantaneous transfer entropy for the study of cardiovascular and cardiorespiratory nonstationary dynamics, IEEE Transactions on Biomedical Engineering, vol. 65, pp. 1077–1085, 2017 [Online]. Available:
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, 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, 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, Lanata, A., and Scilingo, E. P., Improving emotion recognition systems by embedding cardiorespiratory coupling, Physiological Measurement, vol. 34, no. 4, 2013.
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)
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.
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.
V. Catrambone, Greco, A., Scilingo, E. P., and Valenza, G., Functional Linear and Nonlinear Brain–Heart Interplay during Emotional Video Elicitation: A Maximum Information Coefficient Study, Entropy , vol. 21, 2019. PDF icon entropy-21-00892-v2.pdf (3.02 MB)
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.
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.
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:
G. Valenza, Citi, L., and Barbieri, R., Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics, PLoS One, vol. 9, no. 8, p. e105622, 2014.
A. Greco, Valenza, G., Lanata, A., Rota, G., and Scilingo, E. P., Electrodermal Activity in Bipolar Patients during Affective Elicitation, IEEE Journal of Biomedical and Health Informatics, vol. 18, no. 6, pp. 1865-1873, 2014.
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:
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.
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.
A. Greco, Valenza, G., Lanata, A., E.P., S., and Citi, L., cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing, IEEE Transactions on Biomedical Engineering, 2015. PDF icon [PDF] (323.26 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.
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.
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.