TY - JOUR T1 - Assessment of muscle fatigue during isometric contraction using autonomic nervous system correlates JF - Biomedical Signal Processing and Control Y1 - 2019 A1 - A. Greco A1 - G. Valenza A1 - A. Bicchi A1 - M. Bianchi A1 - E. P. Scilingo VL - 51 UR - https://www.sciencedirect.com/science/article/pii/S1746809419300436 ER - TY - JOUR T1 - On the time-invariance properties of upper limb synergies JF - IEEE Transactions on Neural Systems and Rehabilitation Engineering Y1 - 2019 A1 - G. Averta A1 - G. Valenza A1 - V. Catrambone A1 - F. Barontini A1 - E. P. Scilingo A1 - A. Bicchi A1 - M. Bianchi UR - https://www.ncbi.nlm.nih.gov/pubmed/31135365 ER - TY - CONF T1 - EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery T2 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS Y1 - 2018 A1 - V. Catambrone A1 - A. Greco A1 - G. Averta A1 - M. Bianchi A1 - A. Bicchi A1 - E. P. Scilingo A1 - G. Valenza JF - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS UR - https://ieeexplore.ieee.org/document/8512912 ER - TY - CONF T1 - EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines T2 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS Y1 - 2018 A1 - V. Catrambone A1 - A. Greco A1 - G. Averta A1 - M. Bianchi A1 - N. Vanello A1 - A. Bicchi A1 - G. Valenza A1 - E. P. Scilingo JF - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS UR - https://zenodo.org/record/2559406#.XTbl43ux9GM ER - TY - CONF T1 - On the role of postural synergies for grasp force generation and upper limb motion control T2 - International Conference on NeuroRehabilitation Y1 - 2018 A1 - G. Averta A1 - F. Angelini A1 - A. Bicchi A1 - G. Valenza A1 - M. Bianchi JF - International Conference on NeuroRehabilitation UR - https://link.springer.com/chapter/10.1007/978-3-030-01845-0_69 ER - TY - JOUR T1 - Simplifying Telerobotics: Wearability and Teleimpedance Improves Human-Robot Interactions in Teleoperation JF - IEEE Robotics Automation Magazine Y1 - 2018 A1 - S. Fani A1 - S. Ciotti A1 - M. G. Catalano A1 - G. Grioli A1 - A. Tognetti A1 - G. Valenza A1 - A. Ajoudani A1 - M. Bianchi KW - application fields KW - augmented teleoperation KW - Autonomous robots KW - communication KW - effective design KW - effective simplification KW - environmental constraints KW - feedback KW - Force feedback KW - fundamental requirement KW - haptic feedback devices KW - haptic interfaces KW - human workspace KW - human-robot interaction KW - human-robot interactions KW - human-robot interfaces KW - ideal scenario KW - integrated approach KW - integrated interface KW - integrated system KW - interaction forces KW - intuitive information exchange KW - Kinematics KW - KUKA lightweight robotic arm KW - lightweight design KW - manipulators KW - master KW - position control KW - reduced versions KW - Robot sensing systems KW - robotic devices KW - robotic hand-arm system KW - robotic manipulator KW - robotic teleoperation KW - simplified information exchange KW - slave robot KW - stiffness control KW - synergy KW - Task analysis KW - teleimpedance techniques KW - Telemedicine KW - teleoperator system KW - telerobotics KW - TI control KW - vision KW - wearability KW - wearable feedback KW - wearable hand/arm VL - 25 ER - TY - CONF T1 - Heart rate variability analysis during muscle fatigue due to prolonged isometric contraction T2 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS Y1 - 2017 A1 - A. Guidi A1 - A. Greco A1 - F. Felici A1 - A. Leo A1 - E. Ricciardi A1 - M. Bianchi A1 - A. Bicchi A1 - G. Valenza A1 - E. P. Scilingo JF - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS ER - TY - CONF T1 - Muscle fatigue assessment through electrodermal activity analysis during isometric contraction T2 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS Y1 - 2017 A1 - A. Greco A1 - A. Guidi A1 - F. Felici A1 - A. Leo A1 - E. Ricciardi A1 - M. Bianchi A1 - A. Bicchi A1 - L. Citi A1 - G. Valenza A1 - E. P. Scilingo JF - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS ER - TY - JOUR T1 - On the Role of Affective Properties in Hedonic and Discriminant Haptic Systems JF - International Journal of Social Robotics Y1 - 2017 A1 - M. Bianchi A1 - G. Valenza A1 - A Lanata A1 - A. Greco A1 - M. Nardelli A1 - A. Bicchi A1 - E. P. Scilingo KW - Haptics AB -

Common haptic devices are designed to effectively provide kinaesthetic and/or cutaneous discriminative inputs to the users by modulating some physical parameters. However, in addition to this behavior, haptic stimuli were proven to convey also affective inputs to the brain. Nevertheless, such affective properties of touch are often disregarded in the design (and consequent validation) of haptic displays. In this paper we present some preliminary experimental evidences about how emotional feelings, intrinsically present while interacting with tactile displays, can be assessed. We propose a methodology based on a bidimensional model of elicited emotions evaluated by means of simple psychometric tests and statistical inference. Specifically, affective dimensions are expressed in terms of arousal and valence, which are quantified through two simple one-question psychometric tests, whereas statistical inference is based on rank-based non-parametric tests. In this work we consider two types of haptic systems: (i) a softness display, FYD-2, which was designed to convey purely discriminative softness haptic stimuli and (ii) a system designed to convey affective caress-like stimuli (by regulating the velocity and the strength of the “caress”) on the user forearm. Gender differences were also considered. In both devices, the affective component clearly depends on the stimuli and it is gender-related. Finally, we discuss how such outcomes might be profitably used to guide the design and the usage of haptic devices, in order to take into account also the emotional component, thus improving system performance.

VL - 9 UR - http://rdcu.be/ugoW IS - 1 ER - TY - JOUR T1 - Assessment of spontaneous cardiovascular oscillations in Parkinson's disease JF - Biomedical Signal Processing and Control Y1 - 2016 A1 - G. Valenza A1 - S. Orsolini A1 - S. Diciotti A1 - L. Citi A1 - E. P. Scilingo A1 - M. Guerrisi A1 - S. Danti A1 - C. Lucetti A1 - C. Tessa A1 - R. Barbieri KW - Bioengineering VL - 26 ER - TY - JOUR T1 - Combining electroencephalographic activity and instantaneous heart rate for assessing brain–heart dynamics during visual emotional elicitation in healthy subjects JF - Phil. Trans. R. Soc. A Y1 - 2016 A1 - G. Valenza A1 - A. Greco A1 - C. Gentili A1 - A. Lanatà A1 - Sebastiani, L. A1 - D. Menicucci A1 - A. Gemignani A1 - E. P. Scilingo KW - Bioengineering VL - 374 ER - TY - JOUR T1 - The heart side of brain neuromodulation JF - Phil. Trans. R. Soc. A Y1 - 2016 A1 - S. Rossi A1 - E. Santarnecchi A1 - G. Valenza A1 - M. Ulivelli KW - Bioengineering VL - 374 ER - TY - JOUR T1 - Inhomogeneous point-processes to instantaneously assess affective haptic perception through heartbeat dynamics information JF - Scientific reports Y1 - 2016 A1 - G. Valenza A1 - A. Greco A1 - L. Citi A1 - M. Bianchi A1 - R. Barbieri A1 - E. P. Scilingo KW - Bioengineering VL - 6 ER - TY - Generic T1 - On the Pleasantness of a Haptic Stimulation: How Different Textures can be Recognized through Heart Rate Variability Nonlinear Analysis T2 - IEEE Engineering in Medicine and Biology Society (EMBC 2016) Y1 - 2016 A1 - M. Nardelli A1 - A. Greco A1 - M. Bianchi A1 - E. P. Scilingo A1 - G. Valenza JF - IEEE Engineering in Medicine and Biology Society (EMBC 2016) CY - Orlando, USA, August 16-20, 2016 ER - TY - JOUR T1 - Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2016 A1 - G. Valenza A1 - M. Nardelli A1 - C. Gentili A1 - G. Bertschy A1 - M. Kosel A1 - E. P. Scilingo KW - Bioengineering ER - TY - JOUR T1 - Relationship between cardiac vagal activity and mood congruent memory bias in major depression JF - Journal of Affective Disorders Y1 - 2016 A1 - R. G. Garcia A1 - G. Valenza A1 - C. A. Tomaz A1 - R. Barbieri KW - Bioengineering VL - 190 ER - TY - CONF T1 - Towards a Novel Generation of Haptic and Robotic Interfaces: Integrating A ective Physiology in Human-Robot Interaction T2 - IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) 2016. Y1 - 2016 A1 - M. Bianchi A1 - G. Valenza A1 - A. Greco A1 - M. Nardelli A1 - E. Battaglia A1 - A. Bicchi A1 - E. P. Scilingo JF - IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) 2016. CY - New York, August 26-31, 2016 UR - http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7745100 N1 -
This work is supported in part by the European Re-
search Council under the Advanced Grant SoftHands “A
Theory of Soft Synergies for a New Generation of Artificial
Hands” (no. ERC-291166), by the EU FP7 project “WEAR-
able HAPtics for Humans and Robots (WEARHAP)” (no.
601165) and by the EU H2020 project “SoftPro: Synergy-
based Open-source Foundations and Technologies for Pros-
thetics and RehabilitatiOn” (H2020-ICT-688857).
ER - TY - CONF T1 - Arousal recognition system based on heartbeat dynamics during auditory elicitation T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - M. Nardelli A1 - G. Valenza A1 - A. Greco A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE CY - Milano, ITA N1 -

Published

ER - TY - BOOK T1 - Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition [electronic resource]: Significant Advances in Data Acquisition, Signal Processing and Classification T2 - Series in BioEngineering Y1 - 2015 A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering JF - Series in BioEngineering PB - Springer ER - TY - CONF T1 - Brain dynamics during emotion elicitation in healthy subjects: An EEG study T2 - AEIT International Annual Conference (AEIT), 2015 Y1 - 2015 A1 - G. Valenza A1 - A. Greco A1 - A. Lanatà A1 - C. Gentili A1 - D. Menicucci A1 - Sebastiani, L. A1 - A. Gemignani A1 - E. P. Scilingo KW - Bioengineering JF - AEIT International Annual Conference (AEIT), 2015 PB - IEEE ER - TY - CONF T1 - Changes in instantaneous complex dynamics during exercise in Chronic Mountain Sickness T2 - Computing in Cardiology Conference (CinC), 2015 Y1 - 2015 A1 - G. Valenza A1 - F. Faita A1 - L. Pratali A1 - N. Vanello A1 - A Lanata A1 - R. Barbieri A1 - E. P. Scilingo KW - Bioengineering JF - Computing in Cardiology Conference (CinC), 2015 PB - IEEE ER - TY - JOUR T1 - Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2015 A1 - G. Valenza A1 - L. Citi A1 - C. Gentili A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 19 ER - TY - JOUR T1 - Characterizing psychological dimensions in non-pathological subjects through autonomic nervous system dynamics JF - Frontiers in Computational Neuroscience Y1 - 2015 A1 - M. Nardelli A1 - G. Valenza A1 - Cristea, I. A1 - C. Gentili A1 - C. Cotet A1 - David, D. A1 - A Lanata A1 - E. P. Scilingo VL - 9 IS - 37 ER - TY - JOUR T1 - Complexity Index from a Personalized Wearable Monitoring System for Assessing Remission in Mental Health JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2015 A1 - A Lanata A1 - G. Valenza A1 - M. Nardelli A1 - C. Gentili A1 - E. P. Scilingo KW - Bioengineering VL - 19 ER - TY - JOUR T1 - cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing JF - IEEE Transactions on Biomedical Engineering Y1 - 2015 A1 - A. Greco A1 - G. Valenza A1 - A Lanata A1 - Scilingo E.P. A1 - L. Citi ER - TY - CONF T1 - Electrodermal activity analysis during affective haptic elicitation T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - A. Greco A1 - G. Valenza A1 - M. Nardelli A1 - M. Bianchi A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE CY - Milano, ITA N1 -

Published

ER - TY - CONF T1 - Electroencephalographic spectral correlates of caress-like affective haptic stimuli T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - G. Valenza A1 - A. Greco A1 - M. Nardelli A1 - M. Bianchi A1 - A Lanata A1 - S. Rossi A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE CY - Milano, ITA N1 -

Published

ER - TY - CONF T1 - Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - M. Nardelli A1 - G. Valenza A1 - M. Bianchi A1 - A. Greco A1 - A Lanata A1 - A. Bicchi A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE CY - Milano, ITA N1 -

Published

ER - TY - JOUR T1 - How the autonomic nervous system and driving style change with incremental stressing conditions during simulated driving JF - IEEE Transactions on Intelligent Transportation Systems Y1 - 2015 A1 - A Lanata A1 - G. Valenza A1 - A. Greco A1 - C. Gentili A1 - F. Bucchi A1 - F. Frendo A1 - E. P. Scilingo KW - Bioengineering ER - TY - CONF T1 - Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression T2 - Computing in Cardiology Conference (CinC) Y1 - 2015 A1 - R. G. Garcia A1 - G. Valenza A1 - C. A. Tomaz A1 - R. Barbieri KW - Bioengineering JF - Computing in Cardiology Conference (CinC) ER - TY - CONF T1 - Instantaneous transfer entropy for the study of cardio-respiratory dynamics T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - G. Valenza A1 - L. Faes A1 - L. Citi A1 - Orini, M. A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE ER - TY - CONF T1 - Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy T2 - Computing in Cardiology Conference (CinC), 2015 Y1 - 2015 A1 - Barbieri, R. A1 - G. Valenza A1 - L. Citi A1 - F. Placidi A1 - F. Izzi A1 - M. Albanese A1 - M. Marciani A1 - M. Guerrisi A1 - A. Romigi A1 - N. Toschi KW - Bioengineering JF - Computing in Cardiology Conference (CinC), 2015 PB - IEEE ER - TY - JOUR T1 - Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics JF - Frontiers in physiology Y1 - 2015 A1 - G. Valenza A1 - R. G. Garcia A1 - L. Citi A1 - E. P. Scilingo A1 - C. A. Tomaz A1 - R. Barbieri KW - Bioengineering VL - 6 ER - TY - JOUR T1 - A novel algorithm for movement artifact removal in ECG signals acquired from wearable systems applied to horses JF - PloS one Y1 - 2015 A1 - A Lanata A1 - Guidi, A. A1 - P. Baragli A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering VL - 10 ER - TY - CONF T1 - Predicting mood changes in bipolar disorder through heartbeat nonlinear dynamics: A preliminary study T2 - Computing in Cardiology Conference (CinC), 2015 Y1 - 2015 A1 - G. Valenza A1 - M. Nardelli A1 - A. Lanatà A1 - C. Gentili A1 - G. Bertschy A1 - E. P. Scilingo KW - Bioengineering JF - Computing in Cardiology Conference (CinC), 2015 PB - IEEE ER - TY - JOUR T1 - Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability JF - IEEE Transactions on Affective Computing Y1 - 2015 A1 - M. Nardelli A1 - G. Valenza A1 - A. Greco A1 - A Lanata A1 - E. P. Scilingo ER - TY - CONF T1 - Removing movement artifacts from equine ECG recordings acquired with textile electrodes T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - A Lanata A1 - Guidi, A. A1 - P. Baragli A1 - R. Paradiso A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE ER - TY - JOUR T1 - Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration JF - Journal of Eye Movement Research Y1 - 2015 A1 - A Lanata A1 - A. Greco A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering VL - 8 ER - TY - CONF T1 - On the tridimensional estimation of the gaze point by a stereoscopic wearable eye tracker T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - A Lanata A1 - A. Greco A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE CY - Milano, ITA N1 -

Published

ER - TY - CONF T1 - Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures T2 - Computers in Cardiology Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - Computers in Cardiology CY - Cambridge (MA, USA) VL - 41 N1 -

Winner of a Mortara Fellowship

ER - TY - JOUR T1 - Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - C. Gentili A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering ER - TY - CONF T1 - Design and preliminary affective characterization of a novel fabric-based tactile display T2 - Haptics Symposium (HAPTICS), 2014 IEEE Y1 - 2014 A1 - M. Bianchi A1 - G. Valenza A1 - A. Serio A1 - A Lanata A1 - L. Greco A1 - M. Nardelli A1 - E. P. Scilingo A1 - A. Bicchi KW - Haptics KW - Robotics JF - Haptics Symposium (HAPTICS), 2014 IEEE CY - Houston, TX ER - TY - JOUR T1 - Electrodermal Activity in Bipolar Patients during Affective Elicitation JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2014 A1 - A. Greco A1 - G. Valenza A1 - A Lanata A1 - G. Rota A1 - E. P. Scilingo VL - 18 IS - 6 ER - TY - JOUR T1 - Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics JF - PLoS One Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - R. Barbieri KW - Bioengineering VL - 9 IS - 8 ER - TY - JOUR T1 - Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems JF - Physical Review E Y1 - 2014 A1 - G. Valenza A1 - Citi, L. A1 - E. P. Scilingo A1 - Barbieri, R. VL - 89 ER - TY - JOUR T1 - Instantaneous monitoring of heart beat dynamics during anesthesia and sedation JF - Journal of Computational Surgery Y1 - 2014 A1 - G. Valenza A1 - O. Akeju A1 - K. J. Pavone A1 - L. Citi A1 - K. E. Hartnack A1 - A. Sampson A1 - Purdon, P.L. A1 - Brown, E.N. A1 - R. Barbieri VL - 3 IS - 13 ER - TY - CONF T1 - Maximal-Radius Multiscale Entropy of Cardiovascular Variability: A Promising Biomarker of Pathological Mood States in Bipolar Disorders T2 - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Y1 - 2014 A1 - G. Valenza A1 - M. Nardelli A1 - G. Bertschy A1 - A Lanata A1 - R. Barbieri A1 - E. P. Scilingo KW - Bioengineering JF - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ER - TY - JOUR T1 - Point-Process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients JF - Methods of Information in Medicine Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - C. Gentili A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 53 IS - 4 N1 -

invited

ER - TY - JOUR T1 - Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics JF - Nature Scientific Reports Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 4 IS - 4998 ER - TY - CONF T1 - Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models T2 - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ER - TY - JOUR T1 - Wearable Monitoring for Mood Recognition in Bipolar Disorder based on History-Dependent Long-Term Heart Rate Variability Analysis JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2014 A1 - G. Valenza A1 - M. Nardelli A1 - A Lanata A1 - C. Gentili A1 - G. Bertschy A1 - R. Paradiso A1 - E. P. Scilingo KW - Bioengineering ER - TY - JOUR T1 - Advanced Technology Meets Mental Health: How smartphones, textile electronics, and signal processing can serve mental health monitoring, diagnosis, and treatment. JF - IEEE pulse Y1 - 2013 A1 - G. Valenza A1 - A Lanata A1 - R. Paradiso A1 - E. P. Scilingo KW - Bioengineering VL - 5 IS - 3 ER - TY - JOUR T1 - Eye gaze patterns in emotional pictures JF - Journal of Ambient Intelligence and Humanized Computing Y1 - 2013 A1 - A Lanata A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering VL - 4 IS - 6 ER - TY - JOUR T1 - Improving emotion recognition systems by embedding cardiorespiratory coupling JF - Physiological Measurement Y1 - 2013 A1 - G. Valenza A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering VL - 34 IS - 4 ER - TY - CONF T1 - Increased Instability of Heartbeat Dynamics in Parkinson's Disease T2 - Computers in Cardiology Y1 - 2013 A1 - R. Barbieri A1 - L. Citi A1 - G. Valenza A1 - M. Guerrisi A1 - S. Orsolini A1 - C. Tessa A1 - S. Diciotti A1 - N. Toschi KW - Bioengineering JF - Computers in Cardiology ER - TY - CONF T1 - Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model T2 - World Congress on Medical Physics and Biomedical Engineering Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - World Congress on Medical Physics and Biomedical Engineering PB - Springer Berlin Heidelberg CY - May 26-31, 2012, Beijing, China ER - TY - CONF T1 - Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models T2 - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE PB - IEEE ER - TY - JOUR T1 - Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives JF - Artificial Intelligence In Medicine Y1 - 2013 A1 - G. Valenza A1 - C. Gentili A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering VL - 57 IS - 1 ER - TY - CONF T1 - A nonlinear heartbeat dynamics model approach for personalized emotion recognition T2 - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE PB - IEEE ER - TY - CONF T1 - Novel Spiking Neuron-Astrocyte Networks based on NoNlinearTransistor-Like Models of Tripartite Synapses T2 - Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13) Y1 - 2013 A1 - G. Valenza A1 - L. Tedesco A1 - A Lanata A1 - D. De Rossi A1 - E. P. Scilingo KW - Bioengineering AB -

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).

JF - Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13) CY - Osaka, Japan ER - TY - JOUR T1 - Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics JF - IEEE Transactions on Signal Processing Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 61 IS - 11 ER - TY - CONF T1 - Quantitative EEG analysis in minimally conscious state patients during postural changes T2 - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE Y1 - 2013 A1 - A. Greco A1 - Carboncini, MC A1 - Virgillito, A A1 - A Lanata A1 - G. Valenza A1 - E. P. Scilingo JF - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE PB - IEEE ER - TY - JOUR T1 - Are socially anxious individuals less empathic? A psychophysiological investigation of facial mimicry for emotional expressions JF - International Journal of Psychophysiology Y1 - 2012 A1 - Matu, S. A1 - Cristea, I. A1 - Coteţ, C. A1 - G. Valenza A1 - C. Gentili A1 - E. P. Scilingo A1 - David, D. KW - Bioengineering VL - 85 ER - TY - JOUR T1 - Cognitive reappraisal and acceptance distinctively impact heart rate variability in socially anxious individuals JF - International Journal of Psychophysiology Y1 - 2012 A1 - Cristea, I. A1 - G. Valenza A1 - C. Gentili A1 - Tatar, A.S. A1 - E. P. Scilingo A1 - David, D. KW - Bioengineering VL - 85 ER - TY - CONF T1 - On the deconvolution analysis of electrodermal activity in bipolar patients T2 - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE Y1 - 2012 A1 - A. Greco A1 - A Lanata A1 - G. Valenza A1 - Rota, G. A1 - N. Vanello A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE PB - IEEE ER - TY - JOUR T1 - Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation JF - Frontiers in Neuroengineering Y1 - 2012 A1 - G. Valenza A1 - Allegrini, P. A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering VL - 5 ER - TY - JOUR T1 - Eye gaze patterns in emotional pictures JF - Journal of Ambient Intelligence and Humanized Computing Y1 - 2012 A1 - A Lanata A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering ER - TY - JOUR T1 - Gait and Anthropometric Profile Biometrics: A Step Forward JF - Second Generation Biometrics: The Ethical, Legal and Social Context Y1 - 2012 A1 - Ioannidis, D. A1 - Tzovaras, D. A1 - Mura, G.D. A1 - M. Ferro A1 - G. Valenza A1 - A. Tognetti A1 - G. Pioggia KW - Bioengineering ER - TY - CONF T1 - Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents T2 - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Y1 - 2012 A1 - L. Citi A1 - G. Valenza A1 - R. Barbieri KW - Bioengineering JF - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) PB - IEEE ER - TY - CONF T1 - Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent T2 - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Y1 - 2012 A1 - L. Citi A1 - G. Valenza A1 - Purdon, P.L. A1 - Brown, E.N. A1 - R. Barbieri KW - Bioengineering JF - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) PB - IEEE ER - TY - JOUR T1 - A novel EDA glove based on textile-integrated electrodes for affective computing JF - Medical and Biological Engineering and Computing Y1 - 2012 A1 - A Lanata A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering ER - TY - JOUR T1 - Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation JF - Information Technology in Biomedicine, IEEE Transactions on Y1 - 2012 A1 - G. Valenza A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering VL - 16 ER - TY - JOUR T1 - The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition JF - Affective Computing, IEEE Transactions on Y1 - 2012 A1 - G. Valenza A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering VL - 3 ER - TY - CONF T1 - Speech analysis for mood state characterization in bipolar patients T2 - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE Y1 - 2012 A1 - N. Vanello A1 - Guidi, A. A1 - C. Gentili A1 - Werner, S. A1 - G. Bertschy A1 - G. Valenza A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE PB - IEEE ER - TY - JOUR T1 - Tetravariate Point-Process Model for the Continuous Characterization of Cardiovascular-Respiratory Dynamics during Passive Postural Changes Y1 - 2012 A1 - Orini, M. A1 - G. Valenza A1 - L. Citi A1 - R. Barbieri KW - Bioengineering ER - TY - CONF T1 - Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study T2 - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE Y1 - 2012 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE PB - IEEE ER - TY - JOUR T1 - Daytime naps improve motor imagery learning JF - Cognitive, Affective, & Behavioral Neuroscience Y1 - 2011 A1 - Debarnot, U. A1 - Castellani, E. A1 - G. Valenza A1 - Sebastiani, L. A1 - Guillot, A. KW - Bioengineering ER - TY - CONF T1 - EEG complexity drug-induced changes in disorders of consciousness: A preliminary report T2 - Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE Y1 - 2011 A1 - G. Valenza A1 - Carboncini, MC A1 - Virgillito, A. A1 - Creatini, I. A1 - Bonfiglio, L. A1 - Rossi, B. A1 - A Lanata A1 - E. P. Scilingo KW - Bioengineering JF - Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE PB - IEEE ER - TY - CONF T1 - Eye tracking and pupil size variation as response to affective stimuli: A preliminary study T2 - Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2011 5th International Conference on Y1 - 2011 A1 - A Lanata A1 - Armato, A. A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering JF - Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2011 5th International Conference on PB - IEEE ER - TY - JOUR T1 - Motor imagery effectiveness for mirror reversed movements JF - Cognitive, Affective, & Behavioral Neuroscience Y1 - 2011 A1 - Debarnot, U. A1 - G. Valenza A1 - Champely, S. A1 - E. P. Scilingo A1 - D. De Rossi A1 - Guillot, A. KW - Bioengineering VL - 11 ER - TY - JOUR T1 - A neuron-astrocyte transistor-like model for neuromorphic dressed neurons JF - Neural Networks Y1 - 2011 A1 - G. Valenza A1 - G. Pioggia A1 - Armato, A. A1 - M. Ferro A1 - E. P. Scilingo A1 - D. De Rossi KW - Bioengineering ER - TY - JOUR T1 - Robust multiple cardiac arrhythmia detection through bispectrum analysis JF - Expert Systems with Applications Y1 - 2011 A1 - A Lanata A1 - G. Valenza A1 - Mancuso, C. A1 - E. P. Scilingo KW - Bioengineering VL - 38 ER - TY - JOUR T1 - Wearable Systems for Brain body Reading and Mind Healing JF - CYBER THERAPY AND REHABILITATION MAGAZINE Y1 - 2011 A1 - A. Tognetti A1 - E. P. Scilingo A1 - G. Anania A1 - N. Carbonaro A1 - A Lanata A1 - F. Lorussi A1 - D. Mazzei A1 - G. Valenza A1 - D. De Rossi ER - TY - JOUR T1 - 074 EARLY EVALUATION OF THE CONNECTIONS BETWEEN AUTISM AND ALTERATIONS OF MOVEMENT JF - Parkinsonism & Related Disorders Y1 - 2010 A1 - Nardini, E. A1 - G. Valenza A1 - Mancuso, C. A1 - Armato, A. A1 - A Lanata A1 - E. P. Scilingo A1 - D. De Rossi KW - Bioengineering VL - 16 ER - TY - CONF T1 - The contribution of the phase spectrum in automatic multiple cardiac arrhythmias recognition in wearable systems T2 - Applied Sciences in Biomedical and Communication Technologies (ISABEL), 2010 3rd International Symposium on Y1 - 2010 A1 - A Lanata A1 - G. Valenza A1 - E. P. Scilingo KW - Bioengineering JF - Applied Sciences in Biomedical and Communication Technologies (ISABEL), 2010 3rd International Symposium on PB - IEEE ER - TY - CONF T1 - A pervasive activity management and rehabilitation support system for the elderly T2 - Pervasive Computing and Communications Workshops (PERCOM Workshops), 2010 8th IEEE International Conference on Y1 - 2010 A1 - G. Pioggia A1 - Tartarisco, G. A1 - G. Valenza A1 - Ricci, G. A1 - Volpi, L. A1 - Siciliano, G. A1 - Bonfiglio, S. KW - Bioengineering JF - Pervasive Computing and Communications Workshops (PERCOM Workshops), 2010 8th IEEE International Conference on PB - IEEE ER - TY - CONF T1 - Towards a smart glove: Arousal recognition based on textile electrodermal response T2 - Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE Y1 - 2010 A1 - G. Valenza A1 - A Lanata A1 - E. P. Scilingo A1 - D. De Rossi KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE PB - IEEE ER - TY - CONF T1 - An FPGA based arrhythmia recognition system for wearable applications T2 - Intelligent Systems Design and Applications, 2009. ISDA'09. Ninth International Conference on Y1 - 2009 A1 - Armato, A. A1 - Nardini, E. A1 - A Lanata A1 - G. Valenza A1 - Mancuso, C. A1 - E. P. Scilingo A1 - D. De Rossi KW - Bioengineering JF - Intelligent Systems Design and Applications, 2009. ISDA'09. Ninth International Conference on PB - IEEE ER - TY - CONF T1 - Real-time discrimination of multiple cardiac arrhythmias for wearable systems based on neural networks T2 - Computers in Cardiology, 2008 Y1 - 2008 A1 - G. Valenza A1 - A Lanata A1 - M. Ferro A1 - E. P. Scilingo KW - Bioengineering JF - Computers in Cardiology, 2008 PB - IEEE ER - TY - CONF T1 - An Artificial Neural Network approach for Haptic Discrimination in Minimally Invasive Surgery T2 - Robot and Human interactive Communication, 2007. RO-MAN 2007. The 16th IEEE International Symposium on Y1 - 2007 A1 - N. Sgambelluri A1 - G. Valenza A1 - M. Ferro A1 - G. Pioggia A1 - E. P. Scilingo A1 - D. De Rossi A1 - A. Bicchi KW - Haptics JF - Robot and Human interactive Communication, 2007. RO-MAN 2007. The 16th IEEE International Symposium on PB - IEEE ER -