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Book
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.
Conference Paper
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.
N. Sgambelluri, Valenza, G., Ferro, M., Pioggia, G., Scilingo, E. P., De Rossi, D., and Bicchi, A., “An Artificial Neural Network approach for Haptic Discrimination in Minimally Invasive Surgery”, in Robot and Human interactive Communication, 2007. RO-MAN 2007. The 16th IEEE International Symposium on, 2007, pp. 25–30.
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., “Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures”, in Computers in Cardiology, Cambridge (MA, USA), 2014, vol. 41, pp. 489-492.
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.
A. Lanata, Valenza, G., and Scilingo, E. P., “The contribution of the phase spectrum in automatic multiple cardiac arrhythmias recognition in wearable systems”, in Applied Sciences in Biomedical and Communication Technologies (ISABEL), 2010 3rd International Symposium on, 2010, pp. 1–5.
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.
M. Bianchi, Valenza, G., Serio, A., Lanata, A., Greco, L., Nardelli, M., Scilingo, E. P., and Bicchi, A., “Design and preliminary affective characterization of a novel fabric-based tactile display”, in Haptics Symposium (HAPTICS), 2014 IEEE, Houston, TX, 2014, pp. 591 - 596. PDF icon [PDF] (1.69 MB)
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.
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)
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.
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.
A. Armato, Nardini, E., Lanata, A., Valenza, G., Mancuso, C., Scilingo, E. P., and De Rossi, D., “An FPGA based arrhythmia recognition system for wearable applications”, in Intelligent Systems Design and Applications, 2009. ISDA'09. Ninth International Conference on, 2009, pp. 660–664.
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. 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)
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.
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, 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.
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., 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, 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.
R. Barbieri, Valenza, G., Citi, L., Placidi, F., Izzi, F., Albanese, M., Marciani, M., Guerrisi, M., Romigi, A., and Toschi, N., “Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy”, in Computing in Cardiology Conference (CinC), 2015, 2015, pp. 1037–1040.
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.
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. 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)
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.

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