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Gaetano Valenza
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cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing
A Greco, G Valenza, A Lanata, E Scilingo, L Citi
IEEE Transactions on Biomedical Engineering, 2016
3362016
The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition
G Valenza, A Lanata, E Scilingo
Affective Computing, IEEE Transactions on 3 (2), 237-249, 2012
2362012
Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors
J Marín-Morales, JL Higuera-Trujillo, A Greco, J Guixeres, C Llinares, ...
Scientific reports 8 (1), 1-15, 2018
2352018
Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics
G Valenza, L Citi, A Lanatá, EP Scilingo, R Barbieri
Scientific Reports 4 (4998), 1-13, 2014
2272014
Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability
M Nardelli, G Valenza, A Greco, A Lanata, E Scilingo
IEEE Transactions on Affective Computing 6 (4), 385-394, 2015
1822015
Wearable Monitoring for Mood Recognition in Bipolar Disorder based on History-Dependent Long-Term Heart Rate Variability Analysis
G Valenza, M Nardelli, A Lanata, C Gentili, G Bertschy, R Paradiso, ...
IEEE Journal of Biomedical and Health Informatics 18 (5), 1625-1635, 2014
1642014
Complexity Index from a Personalized Wearable Monitoring System for Assessing Remission in Mental Health
A Lanata, G Valenza, M Nardelli, C Gentili, E Scilingo
IEEE Journal of Biomedical and Health Informatics 19 (1), 132-139, 2015
1622015
Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation
G Valenza, P Allegrini, A Lanatà, EP Scilingo
Frontiers in neuroengineering, 3, 2012
1212012
How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving
A Lanata, G Valenza, A Greco, C Gentili, R Bartolozzi, F Bucchi, F Frendo, ...
IEEE Transactions on Intelligent Transportation Systems, 2015
1142015
Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives
G Valenza, C Gentili, A Lanatà, EP Scilingo
Artificial Intelligence In Medicine 57 (1), 49--58, 2013
1072013
Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics
G Valenza, L Citi, E Scilingo, R Barbieri
Signal Processing, IEEE Transactions on 61 (11), 2914 - 2926, 2013
972013
Arousal and Valence Recognition of Affective Sounds based on Electrodermal Activity
A Greco, G Valenza, L Citi, EP Scilingo
IEEE Sensors Journal, 2017
942017
Electrodermal Activity in Bipolar Patients during Affective Elicitation
A Greco, G Valenza, A Lanata, G Rota, EP Scilingo
IEEE Journal of Biomedical and Health Informatics 18 (6), 1865-1873, 2014
902014
Speech analysis for mood state characterization in bipolar patients
N Vanello, A Guidi, C Gentili, S Werner, G Bertschy, G Valenza, A Lanata, ...
2012 annual international conference of the IEEE Engineering in Medicine and …, 2012
852012
Combining electroencephalographic activity and instantaneous heart rate for assessing brain–heart dynamics during visual emotional elicitation in healthy subjects
G Valenza, A Greco, C Gentili, A Lanata, L Sebastiani, D Menicucci, ...
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2016
812016
Daytime naps improve motor imagery learning
U Debarnot, E Castellani, G Valenza, L Sebastiani, A Guillot
Cognitive, Affective, & Behavioral Neuroscience 11 (4), 541-550, 2011
802011
Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment
G Valenza, L Citi, C Gentili, A Lanata, E Scilingo, R Barbieri
IEEE Journal of Biomedical and Health Informatics 19 (1), 263-274, 2015
782015
Oscillations of heart rate and respiration synchronize during affective visual stimulation
G Valenza, A Lanata, EP Scilingo
IEEE Transactions on Information Technology in Biomedicine 16 (4), 683-690, 2012
742012
The central autonomic network at rest: uncovering functional MRI correlates of time-varying autonomic outflow
G Valenza, R Sclocco, A Duggento, L Passamonti, V Napadow, R Barbieri, ...
Neuroimage 197, 383-390, 2019
672019
A novel EDA glove based on textile-integrated electrodes for affective computing
A Lanata, G Valenza, EP Scilingo
Medical & biological engineering & computing 50 (11), 1163-1172, 2012
662012
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