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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.
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.
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, 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, 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.
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.
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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, 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: https://doi.org/10.1016/j.physa.2019.121543PDF 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, 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.
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.
G. Valenza, Nardelli, M., Bertschy, G., Lanata, A., Barbieri, R., and Scilingo, E. P., Maximal-Radius Multiscale Entropy of Cardiovascular Variability: A Promising Biomarker of Pathological Mood States in Bipolar Disorders, in 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014.
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G. Valenza, Faes, L., Citi, L., Orini, M., and Barbieri, R., Instantaneous transfer entropy for the study of cardio-respiratory dynamics, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, 2015, pp. 7885–7888.
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, 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)
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.
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.
R. G. Garcia, Valenza, G., Tomaz, C. A., and Barbieri, R., Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression, in Computing in Cardiology Conference (CinC), 2015.
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)
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, Lanata, A., and Scilingo, E. P., Improving emotion recognition systems by embedding cardiorespiratory coupling, Physiological Measurement, vol. 34, no. 4, 2013.

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