@conference {2593, title = {Arousal recognition system based on heartbeat dynamics during auditory elicitation}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, note = {

Published

}, pages = {6110{\textendash}6113}, publisher = {IEEE}, organization = {IEEE}, address = {Milano, ITA}, keywords = {Bioengineering}, doi = {10.1109/EMBC.2015.7319786}, author = {M. Nardelli and G. Valenza and A. Greco and A Lanata and E. P. Scilingo} } @conference {3248, title = {Changes in instantaneous complex dynamics during exercise in Chronic Mountain Sickness}, booktitle = {Computing in Cardiology Conference (CinC), 2015}, year = {2015}, pages = {997{\textendash}1000}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and F. Faita and L. Pratali and N. Vanello and A Lanata and R. Barbieri and E. P. Scilingo} } @article {3237, title = {Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment}, journal = {IEEE Journal of Biomedical and Health Informatics}, volume = {19}, year = {2015}, pages = {263{\textendash}274}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and C. Gentili and A Lanata and E. P. Scilingo and R. Barbieri} } @article {3238, title = {Complexity Index from a Personalized Wearable Monitoring System for Assessing Remission in Mental Health}, journal = {IEEE Journal of Biomedical and Health Informatics}, volume = {19}, year = {2015}, pages = {132{\textendash}139}, keywords = {Bioengineering}, author = {A Lanata and G. Valenza and M. Nardelli and C. Gentili and E. P. Scilingo} } @conference {2596, title = {Electrodermal activity analysis during affective haptic elicitation}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, note = {

Published

}, pages = {5777{\textendash}5780}, publisher = {IEEE}, organization = {IEEE}, address = {Milano, ITA}, keywords = {Bioengineering}, doi = {10.1109/EMBC.2015.7319705}, author = {A. Greco and G. Valenza and M. Nardelli and M. Bianchi and A Lanata and E. P. Scilingo} } @conference {2592, title = {Electroencephalographic spectral correlates of caress-like affective haptic stimuli}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, note = {

Published

}, pages = {4733{\textendash}4736}, publisher = {IEEE}, organization = {IEEE}, address = {Milano, ITA}, keywords = {Bioengineering}, doi = {10.1109/EMBC.2015.7319451}, author = {G. Valenza and A. Greco and M. Nardelli and M. Bianchi and A Lanata and S. Rossi and E. P. Scilingo} } @conference {2594, title = {Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, note = {

Published

}, pages = {298{\textendash}301}, publisher = {IEEE}, organization = {IEEE}, address = {Milano, ITA}, keywords = {Bioengineering}, doi = {10.1109/EMBC.2015.7318359}, author = {M. Nardelli and G. Valenza and M. Bianchi and A. Greco and A Lanata and A. Bicchi and E. P. Scilingo} } @article {2263, title = {How the autonomic nervous system and driving style change with incremental stressing conditions during simulated driving}, journal = {IEEE Transactions on Intelligent Transportation Systems}, year = {2015}, pages = {1505 - 1517 }, keywords = {Bioengineering}, doi = {10.1109/TITS.2014.2365681}, author = {A Lanata and G. Valenza and A. Greco and C. Gentili and F. Bucchi and F. Frendo and E. P. Scilingo} } @article {3242, title = {A novel algorithm for movement artifact removal in ECG signals acquired from wearable systems applied to horses}, journal = {PloS one}, volume = {10}, year = {2015}, pages = {e0140783}, keywords = {Bioengineering}, author = {A Lanata and Guidi, A. and P. Baragli and G. Valenza and E. P. Scilingo} } @conference {3243, title = {Removing movement artifacts from equine ECG recordings acquired with textile electrodes}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, pages = {1955{\textendash}1958}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {A Lanata and Guidi, A. and P. Baragli and R. Paradiso and G. Valenza and E. P. Scilingo} } @article {3244, title = {Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration}, journal = {Journal of Eye Movement Research}, volume = {8}, year = {2015}, pages = {1{\textendash}15}, keywords = {Bioengineering}, author = {A Lanata and A. Greco and G. Valenza and E. P. Scilingo} } @conference {2595, title = {On the tridimensional estimation of the gaze point by a stereoscopic wearable eye tracker}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, note = {

Published

}, pages = {2283{\textendash}2286}, publisher = {IEEE}, organization = {IEEE}, address = {Milano, ITA}, keywords = {Bioengineering}, doi = {10.1109/EMBC.2015.7318848}, author = {A Lanata and A. Greco and G. Valenza and E. P. Scilingo} } @article {2145, title = {Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment}, journal = {IEEE Journal of Biomedical and Health Informatics}, year = {2014}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and C. Gentili and A Lanata and E. P. Scilingo and R. Barbieri} } @conference {2344, title = {Maximal-Radius Multiscale Entropy of Cardiovascular Variability: A Promising Biomarker of Pathological Mood States in Bipolar Disorders}, booktitle = {36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, year = {2014}, keywords = {Bioengineering}, author = {G. Valenza and M. Nardelli and G. Bertschy and A Lanata and R. Barbieri and E. P. Scilingo} } @article {2341, title = {Point-Process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients}, journal = {Methods of Information in Medicine}, volume = {53}, year = {2014}, note = {

invited

}, pages = {296{\textendash}302}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and C. Gentili and A Lanata and E. P. Scilingo and R. Barbieri} } @article {2149, title = {Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics}, journal = {Nature Scientific Reports}, volume = {4}, year = {2014}, pages = {1{\textendash}13}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and A Lanata and E. P. Scilingo and R. Barbieri} } @article {2143, title = {Wearable Monitoring for Mood Recognition in Bipolar Disorder based on History-Dependent Long-Term Heart Rate Variability Analysis}, journal = {IEEE Journal of Biomedical and Health Informatics}, year = {2014}, keywords = {Bioengineering}, author = {G. Valenza and M. Nardelli and A Lanata and C. Gentili and G. Bertschy and R. Paradiso and E. P. Scilingo} } @conference {1812, title = {Advanced Interfaces to Stem the Data Deluge in Mixed Reality: Placing Human (un)consciuosness in the Loop}, booktitle = {ACM SIGGRAPH 2013}, year = {2013}, address = {New York, NY, USA}, keywords = {Bioengineering}, url = {10.1145/2503385.2503460}, author = {A. Betella and E. Mart{\`\i}nez and R. Zucca and X. D. Arsiwalla and P Omedas and S. Wierenga and A. Mura and J. Wagner and F. Lingenfelser and E. Andr{\'e} and D. Mazzei and A. Tognetti and A Lanata and D. De Rossi and P. F. M. J. Verschure} } @article {2148, title = {Advanced Technology Meets Mental Health: How smartphones, textile electronics, and signal processing can serve mental health monitoring, diagnosis, and treatment.}, journal = {IEEE pulse}, volume = {5}, year = {2013}, pages = {56{\textendash}59}, keywords = {Bioengineering}, author = {G. Valenza and A Lanata and R. Paradiso and E. P. Scilingo} } @article {2134, title = {Eye gaze patterns in emotional pictures}, journal = {Journal of Ambient Intelligence and Humanized Computing}, volume = {4}, year = {2013}, pages = {705{\textendash}715}, keywords = {Bioengineering}, author = {A Lanata and G. Valenza and E. P. Scilingo} } @article {2138, title = {Improving emotion recognition systems by embedding cardiorespiratory coupling}, journal = {Physiological Measurement}, volume = {34}, year = {2013}, keywords = {Bioengineering}, author = {G. Valenza and A Lanata and E. P. Scilingo} } @article {2136, title = {Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives}, journal = {Artificial Intelligence In Medicine}, volume = {57}, year = {2013}, pages = {49{\textendash}58}, keywords = {Bioengineering}, author = {G. Valenza and C. Gentili and A Lanata and E. P. Scilingo} } @conference {2141, title = {A nonlinear heartbeat dynamics model approach for personalized emotion recognition}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE}, year = {2013}, pages = {2579{\textendash}2582}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and A Lanata and E. P. Scilingo and R. Barbieri} } @conference {1813, title = {Novel Spiking Neuron-Astrocyte Networks based on NoNlinearTransistor-Like Models of Tripartite Synapses}, booktitle = {Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC{\textquoteright}13)}, year = {2013}, address = {Osaka, Japan}, abstract = {

In this paper a novel and efficient computational implementation of a Spiking Neuron-Astrocyte Network (SNAN) is reported. Neurons are modeled according to the Izhikevich formulation and the neuron-astrocyte interactions are intended as tripartite synapsis and modeled with the previ- ously proposed nonlinear transistor-like model. Concerning the learning rules, the original spike-timing dependent plasticity is used for the neural part of the SNAN whereas an ad-hoc rule is proposed for the astrocyte part. SNAN performances are compared with a standard spiking neural network (SNN) and evaluated using the polychronization concept, i.e., number of co-existing groups that spontaneously generate patterns of polychronous activity. The astrocyte-neuron ratio is the biologically inspired value of 1.5. The proposed SNAN shows higher number of polychronous groups than SNN, remarkably achieved for the whole duration of simulation (24 hours).

}, keywords = {Bioengineering}, author = {G. Valenza and L. Tedesco and A Lanata and D. De Rossi and E. P. Scilingo} } @conference {1482, title = {On the deconvolution analysis of electrodermal activity in bipolar patients}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE}, year = {2012}, pages = {6691{\textendash}6694}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {A. Greco and A Lanata and G. Valenza and Rota, G. and N. Vanello and E. P. Scilingo} } @article {1469, title = {Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation}, journal = {Frontiers in Neuroengineering}, volume = {5}, year = {2012}, keywords = {Bioengineering}, author = {G. Valenza and Allegrini, P. and A Lanata and E. P. Scilingo} } @article {1478, title = {Eye gaze patterns in emotional pictures}, journal = {Journal of Ambient Intelligence and Humanized Computing}, year = {2012}, pages = {1{\textendash}11}, keywords = {Bioengineering}, author = {A Lanata and G. Valenza and E. P. Scilingo} } @article {1476, title = {A novel EDA glove based on textile-integrated electrodes for affective computing}, journal = {Medical and Biological Engineering and Computing}, year = {2012}, pages = {1{\textendash}10}, keywords = {Bioengineering}, author = {A Lanata and G. Valenza and E. P. Scilingo} } @article {1472, title = {Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation}, journal = {Information Technology in Biomedicine, IEEE Transactions on}, volume = {16}, year = {2012}, pages = {683{\textendash}690}, keywords = {Bioengineering}, author = {G. Valenza and A Lanata and E. P. Scilingo} } @article {1463, title = {The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition}, journal = {Affective Computing, IEEE Transactions on}, volume = {3}, year = {2012}, pages = {237{\textendash}249}, keywords = {Bioengineering}, author = {G. Valenza and A Lanata and E. P. Scilingo} } @conference {1484, title = {Speech analysis for mood state characterization in bipolar patients}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE}, year = {2012}, pages = {2104{\textendash}2107}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {N. Vanello and Guidi, A. and C. Gentili and Werner, S. and G. Bertschy and G. Valenza and A Lanata and E. P. Scilingo} } @conference {1474, title = {EEG complexity drug-induced changes in disorders of consciousness: A preliminary report}, booktitle = {Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE}, year = {2011}, pages = {3724{\textendash}3727}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and Carboncini, MC and Virgillito, A. and Creatini, I. and Bonfiglio, L. and Rossi, B. and A Lanata and E. P. Scilingo} } @conference {1467, title = {Eye tracking and pupil size variation as response to affective stimuli: A preliminary study}, booktitle = {Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2011 5th International Conference on}, year = {2011}, pages = {78{\textendash}84}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {A Lanata and Armato, A. and G. Valenza and E. P. Scilingo} } @article {1460, title = {Robust multiple cardiac arrhythmia detection through bispectrum analysis}, journal = {Expert Systems with Applications}, volume = {38}, year = {2011}, pages = {6798{\textendash}6804}, keywords = {Bioengineering}, author = {A Lanata and G. Valenza and Mancuso, C. and E. P. Scilingo} } @article {1468, title = {074 EARLY EVALUATION OF THE CONNECTIONS BETWEEN AUTISM AND ALTERATIONS OF MOVEMENT}, journal = {Parkinsonism \& Related Disorders}, volume = {16}, year = {2010}, pages = {S22}, keywords = {Bioengineering}, author = {Nardini, E. and G. Valenza and Mancuso, C. and Armato, A. and A Lanata and E. P. Scilingo and D. De Rossi} } @conference {1471, title = {The contribution of the phase spectrum in automatic multiple cardiac arrhythmias recognition in wearable systems}, booktitle = {Applied Sciences in Biomedical and Communication Technologies (ISABEL), 2010 3rd International Symposium on}, year = {2010}, pages = {1{\textendash}5}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {A Lanata and G. Valenza and E. P. Scilingo} } @conference {1465, title = {Towards a smart glove: Arousal recognition based on textile electrodermal response}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE}, year = {2010}, pages = {3598{\textendash}3601}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and A Lanata and E. P. Scilingo and D. De Rossi} } @conference {1462, title = {An FPGA based arrhythmia recognition system for wearable applications}, booktitle = {Intelligent Systems Design and Applications, 2009. ISDA{\textquoteright}09. Ninth International Conference on}, year = {2009}, pages = {660{\textendash}664}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {Armato, A. and Nardini, E. and A Lanata and G. Valenza and Mancuso, C. and E. P. Scilingo and D. De Rossi} } @conference {1461, title = {Real-time discrimination of multiple cardiac arrhythmias for wearable systems based on neural networks}, booktitle = {Computers in Cardiology, 2008}, year = {2008}, pages = {1053{\textendash}1056}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and A Lanata and M. Ferro and E. P. Scilingo} } @conference {LSFD-06, title = {Bi-modal Transducer-based Wearable System for Cardiac Monitoring}, booktitle = {Fourth IASTED International Conference on Biomedical Engineering}, year = {2006}, month = {February}, pages = {92-97}, address = {Innsbruck, Austria}, keywords = {Bioengineering}, author = {A Lanata and E. P. Scilingo and R. Francesconi and D. De Rossi} }