@article {3678, title = {Assessment of muscle fatigue during isometric contraction using autonomic nervous system correlates}, journal = {Biomedical Signal Processing and Control}, volume = {51}, year = {2019}, month = {05/2019}, chapter = {42}, doi = {https://doi.org/10.1016/j.bspc.2019.02.007}, url = {https://www.sciencedirect.com/science/article/pii/S1746809419300436}, author = {A. Greco and G. Valenza and A. Bicchi and M. Bianchi and E. P. Scilingo} } @article {3677, title = {On the time-invariance properties of upper limb synergies}, journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering }, year = {2019}, month = {07/2019}, doi = {https://doi.org/10.1109/TNSRE.2019.2918311}, url = {https://www.ncbi.nlm.nih.gov/pubmed/31135365}, author = {G. Averta and G. Valenza and V. Catrambone and F. Barontini and E. P. Scilingo and A. Bicchi and M. Bianchi} } @conference {3721, title = {EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery}, booktitle = { Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS}, year = {2018}, doi = { 10.1109/EMBC.2018.8512912}, url = { https://ieeexplore.ieee.org/document/8512912}, author = {V. Catambrone and A. Greco and G. Averta and M. Bianchi and A. Bicchi and E. P. Scilingo and G. Valenza} } @conference {3722, title = {EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines}, booktitle = {Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS}, year = {2018}, doi = {10.1109/EMBC.2018.8512239}, url = {https://zenodo.org/record/2559406$\#$.XTbl43ux9GM}, author = {V. Catrambone and A. Greco and G. Averta and M. Bianchi and N. Vanello and A. Bicchi and G. Valenza and E. P. Scilingo} } @conference {3718, title = {On the role of postural synergies for grasp force generation and upper limb motion control}, booktitle = {International Conference on NeuroRehabilitation}, year = {2018}, url = {https://link.springer.com/chapter/10.1007/978-3-030-01845-0_69}, author = {G. Averta and F. Angelini and A. Bicchi and G. Valenza and M. Bianchi} } @article {3448, title = {Simplifying Telerobotics: Wearability and Teleimpedance Improves Human-Robot Interactions in Teleoperation}, journal = {IEEE Robotics Automation Magazine}, volume = {25}, year = {2018}, month = {March}, pages = {77-88}, keywords = {application fields, augmented teleoperation, Autonomous robots, communication, effective design, effective simplification, environmental constraints, feedback, Force feedback, fundamental requirement, haptic feedback devices, haptic interfaces, human workspace, human-robot interaction, human-robot interactions, human-robot interfaces, ideal scenario, integrated approach, integrated interface, integrated system, interaction forces, intuitive information exchange, Kinematics, KUKA lightweight robotic arm, lightweight design, manipulators, master, position control, reduced versions, Robot sensing systems, robotic devices, robotic hand-arm system, robotic manipulator, robotic teleoperation, simplified information exchange, slave robot, stiffness control, synergy, Task analysis, teleimpedance techniques, Telemedicine, teleoperator system, telerobotics, TI control, vision, wearability, wearable feedback, wearable hand/arm}, issn = {1070-9932}, doi = {10.1109/MRA.2017.2741579}, author = {S. Fani and S. Ciotti and M. G. Catalano and G. Grioli and A. Tognetti and G. Valenza and A. Ajoudani and M. Bianchi} } @conference {3728, title = {Heart rate variability analysis during muscle fatigue due to prolonged isometric contraction}, booktitle = {Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS}, year = {2017}, doi = {10.1109/EMBC.2017.8037076}, author = {A. Guidi and A. Greco and F. Felici and A. Leo and E. Ricciardi and M. Bianchi and A. Bicchi and G. Valenza and E. P. Scilingo} } @conference {3727, title = {Muscle fatigue assessment through electrodermal activity analysis during isometric contraction}, booktitle = {Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS}, year = {2017}, doi = {10.1109/EMBC.2017.8036846}, author = {A. Greco and A. Guidi and F. Felici and A. Leo and E. Ricciardi and M. Bianchi and A. Bicchi and L. Citi and G. Valenza and E. P. Scilingo} } @article {3105, title = {On the Role of Affective Properties in Hedonic and Discriminant Haptic Systems}, journal = {International Journal of Social Robotics}, volume = {9}, year = {2017}, month = {01/2017}, pages = {87{\textendash}95}, abstract = {

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 {\textquotedblleft}caress{\textquotedblright}) 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.

}, keywords = {Haptics}, issn = {1875-4791}, doi = {10.1007/s12369-016-0371-x}, url = {http://rdcu.be/ugoW}, author = {M. Bianchi and G. Valenza and A Lanata and A. Greco and M. Nardelli and A. Bicchi and E. P. Scilingo} } @article {3246, title = {Assessment of spontaneous cardiovascular oscillations in Parkinson{\textquoteright}s disease}, journal = {Biomedical Signal Processing and Control}, volume = {26}, year = {2016}, pages = {80{\textendash}89}, keywords = {Bioengineering}, author = {G. Valenza and S. Orsolini and S. Diciotti and L. Citi and E. P. Scilingo and M. Guerrisi and S. Danti and C. Lucetti and C. Tessa and R. Barbieri} } @article {3252, title = {Combining electroencephalographic activity and instantaneous heart rate for assessing brain{\textendash}heart dynamics during visual emotional elicitation in healthy subjects}, journal = {Phil. Trans. R. Soc. A}, volume = {374}, year = {2016}, pages = {20150176}, keywords = {Bioengineering}, author = {G. Valenza and A. Greco and C. Gentili and A. Lanat{\`a} and Sebastiani, L. and D. Menicucci and A. Gemignani and E. P. Scilingo} } @article {3253, title = {The heart side of brain neuromodulation}, journal = {Phil. Trans. R. Soc. A}, volume = {374}, year = {2016}, pages = {20150187}, keywords = {Bioengineering}, author = {S. Rossi and E. Santarnecchi and G. Valenza and M. Ulivelli} } @article {3255, title = {Inhomogeneous point-processes to instantaneously assess affective haptic perception through heartbeat dynamics information}, journal = {Scientific reports}, volume = {6}, year = {2016}, keywords = {Bioengineering}, author = {G. Valenza and A. Greco and L. Citi and M. Bianchi and R. Barbieri and E. P. Scilingo} } @proceedings {2900, title = {On the Pleasantness of a Haptic Stimulation: How Different Textures can be Recognized through Heart Rate Variability Nonlinear Analysis}, year = {2016}, address = {Orlando, USA, August 16-20, 2016}, author = {M. Nardelli and A. Greco and M. Bianchi and E. P. Scilingo and G. Valenza} } @article {3254, title = {Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics}, journal = {IEEE Journal of Biomedical and Health Informatics}, year = {2016}, keywords = {Bioengineering}, author = {G. Valenza and M. Nardelli and C. Gentili and G. Bertschy and M. Kosel and E. P. Scilingo} } @article {3241, title = {Relationship between cardiac vagal activity and mood congruent memory bias in major depression}, journal = {Journal of Affective Disorders}, volume = {190}, year = {2016}, pages = {19{\textendash}25}, keywords = {Bioengineering}, author = {R. G. Garcia and G. Valenza and C. A. Tomaz and R. Barbieri} } @conference {2898, title = {Towards a Novel Generation of Haptic and Robotic Interfaces: Integrating A ective Physiology in Human-Robot Interaction}, booktitle = {IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) 2016.}, year = {2016}, note = {
This work is supported in part by the European Re-
search Council under the Advanced Grant SoftHands {\textquotedblleft}A
Theory of Soft Synergies for a New Generation of Artificial
Hands{\textquotedblright} (no. ERC-291166), by the EU FP7 project {\textquotedblleft}WEAR-
able HAPtics for Humans and Robots (WEARHAP){\textquotedblright} (no.
601165) and by the EU H2020 project {\textquotedblleft}SoftPro: Synergy-
based Open-source Foundations and Technologies for Pros-
thetics and RehabilitatiOn{\textquotedblright} (H2020-ICT-688857).
}, address = {New York, August 26-31, 2016}, doi = {10.1109/ROMAN.2016.7745100}, url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7745100}, author = {M. Bianchi and G. Valenza and A. Greco and M. Nardelli and E. Battaglia and A. Bicchi and E. P. Scilingo} } @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} } @book {3240, title = {Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition [electronic resource]: Significant Advances in Data Acquisition, Signal Processing and Classification}, series = {Series in BioEngineering}, year = {2015}, publisher = {Springer}, organization = {Springer}, keywords = {Bioengineering}, author = {G. Valenza and E. P. Scilingo} } @conference {3250, title = {Brain dynamics during emotion elicitation in healthy subjects: An EEG study}, booktitle = {AEIT International Annual Conference (AEIT), 2015}, year = {2015}, pages = {1{\textendash}3}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and A. Greco and A. Lanat{\`a} and C. Gentili and D. Menicucci and Sebastiani, L. and A. Gemignani 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 {2387, title = {Characterizing psychological dimensions in non-pathological subjects through autonomic nervous system dynamics}, journal = {Frontiers in Computational Neuroscience}, volume = {9}, year = {2015}, month = {03/2015}, doi = {dx.doi.org/10.3389/fncom.2015.00037}, author = {M. Nardelli and G. Valenza and Cristea, I. and C. Gentili and C. Cotet and David, D. and A Lanata and E. P. Scilingo} } @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} } @article {2489, title = {cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing}, journal = {IEEE Transactions on Biomedical Engineering}, year = {2015}, author = {A. Greco and G. Valenza and A Lanata and Scilingo E.P. and L. Citi} } @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} } @conference {3251, title = {Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression}, booktitle = {Computing in Cardiology Conference (CinC)}, year = {2015}, keywords = {Bioengineering}, author = {R. G. Garcia and G. Valenza and C. A. Tomaz and R. Barbieri} } @conference {3245, title = {Instantaneous transfer entropy for the study of cardio-respiratory dynamics}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, pages = {7885{\textendash}7888}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Faes and L. Citi and Orini, M. and R. Barbieri} } @conference {3247, title = {Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy}, booktitle = {Computing in Cardiology Conference (CinC), 2015}, year = {2015}, pages = {1037{\textendash}1040}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {Barbieri, R. and G. Valenza and L. Citi and F. Placidi and F. Izzi and M. Albanese and M. Marciani and M. Guerrisi and A. Romigi and N. Toschi} } @article {3239, title = {Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics}, journal = {Frontiers in physiology}, volume = {6}, year = {2015}, keywords = {Bioengineering}, author = {G. Valenza and R. G. Garcia and L. Citi and E. P. Scilingo and C. A. Tomaz and R. Barbieri} } @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 {3249, title = {Predicting mood changes in bipolar disorder through heartbeat nonlinear dynamics: A preliminary study}, booktitle = {Computing in Cardiology Conference (CinC), 2015}, year = {2015}, pages = {801{\textendash}804}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and M. Nardelli and A. Lanat{\`a} and C. Gentili and G. Bertschy and E. P. Scilingo} } @article {2417, title = {Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability}, journal = {IEEE Transactions on Affective Computing}, year = {2015}, author = {M. Nardelli and G. Valenza and A. Greco and A Lanata 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} } @conference {2342, title = {Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures}, booktitle = {Computers in Cardiology}, volume = { 41}, year = {2014}, note = {

Winner of a Mortara Fellowship

}, pages = {489-492}, address = {Cambridge (MA, USA)}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @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 {2082, title = {Design and preliminary affective characterization of a novel fabric-based tactile display}, booktitle = {Haptics Symposium (HAPTICS), 2014 IEEE}, year = {2014}, pages = { 591 - 596}, address = {Houston, TX}, keywords = {Haptics, Robotics}, doi = {10.1109/HAPTICS.2014.6775522}, author = {M. Bianchi and G. Valenza and A. Serio and A Lanata and L. Greco and M. Nardelli and E. P. Scilingo and A. Bicchi} } @article {2146, title = {Electrodermal Activity in Bipolar Patients during Affective Elicitation}, journal = {IEEE Journal of Biomedical and Health Informatics}, volume = {18}, year = {2014}, pages = {1865-1873}, author = {A. Greco and G. Valenza and A Lanata and G. Rota and E. P. Scilingo} } @article {2340, title = {Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics}, journal = {PLoS One}, volume = {9}, year = {2014}, pages = {e105622}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and R. Barbieri} } @article {2269, title = {Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems}, journal = {Physical Review E}, volume = {89}, year = {2014}, author = {G. Valenza and Citi, L. and E. P. Scilingo and Barbieri, R.} } @article {2247, title = {Instantaneous monitoring of heart beat dynamics during anesthesia and sedation}, journal = {Journal of Computational Surgery}, volume = {3}, year = {2014}, author = {G. Valenza and O. Akeju and K. J. Pavone and L. Citi and K. E. Hartnack and A. Sampson and Purdon, P.L. and Brown, E.N. 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} } @conference {2343, title = {Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models}, booktitle = {36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, year = {2014}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi 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} } @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} } @conference {2144, title = {Increased Instability of Heartbeat Dynamics in Parkinson{\textquoteright}s Disease}, booktitle = {Computers in Cardiology}, year = {2013}, keywords = {Bioengineering}, author = {R. Barbieri and L. Citi and G. Valenza and M. Guerrisi and S. Orsolini and C. Tessa and S. Diciotti and N. Toschi} } @conference {2137, title = {Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model}, booktitle = {World Congress on Medical Physics and Biomedical Engineering}, year = {2013}, pages = {530{\textendash}533}, publisher = {Springer Berlin Heidelberg}, organization = {Springer Berlin Heidelberg}, address = {May 26-31, 2012, Beijing, China}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @conference {2142, title = {Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE}, year = {2013}, pages = {6131{\textendash}6134}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and R. Barbieri} } @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} } @article {2139, title = {Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics}, journal = {IEEE Transactions on Signal Processing}, volume = {61}, year = {2013}, pages = {2914{\textendash}2926}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @conference {2140, title = {Quantitative EEG analysis in minimally conscious state patients during postural changes}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE}, year = {2013}, pages = {6313{\textendash}6316}, publisher = {IEEE}, organization = {IEEE}, author = {A. Greco and Carboncini, MC and Virgillito, A and A Lanata and G. Valenza and E. P. Scilingo} } @article {1479, title = {Are socially anxious individuals less empathic? A psychophysiological investigation of facial mimicry for emotional expressions}, journal = {International Journal of Psychophysiology}, volume = {85}, year = {2012}, pages = {375{\textendash}376}, keywords = {Bioengineering}, author = {Matu, S. and Cristea, I. and Cote{\c t}, C. and G. Valenza and C. Gentili and E. P. Scilingo and David, D.} } @article {1480, title = {Cognitive reappraisal and acceptance distinctively impact heart rate variability in socially anxious individuals}, journal = {International Journal of Psychophysiology}, volume = {85}, year = {2012}, pages = {339}, keywords = {Bioengineering}, author = {Cristea, I. and G. Valenza and C. Gentili and Tatar, A.S. and E. P. Scilingo and David, D.} } @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 {1475, title = {Gait and Anthropometric Profile Biometrics: A Step Forward}, journal = {Second Generation Biometrics: The Ethical, Legal and Social Context}, year = {2012}, pages = {105{\textendash}127}, keywords = {Bioengineering}, author = {Ioannidis, D. and Tzovaras, D. and Mura, G.D. and M. Ferro and G. Valenza and A. Tognetti and G. Pioggia} } @conference {1483, title = {Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents}, booktitle = {2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, year = {2012}, pages = {13{\textendash}16}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {L. Citi and G. Valenza and R. Barbieri} } @conference {1486, title = {Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent}, booktitle = {2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, year = {2012}, pages = {3124{\textendash}3127}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {L. Citi and G. Valenza and Purdon, P.L. and Brown, E.N. and R. Barbieri} } @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} } @article {1485, title = {Tetravariate Point-Process Model for the Continuous Characterization of Cardiovascular-Respiratory Dynamics during Passive Postural Changes}, year = {2012}, keywords = {Bioengineering}, author = {Orini, M. and G. Valenza and L. Citi and R. Barbieri} } @conference {1481, title = {Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE}, year = {2012}, pages = {29{\textendash}32}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @article {1477, title = {Daytime naps improve motor imagery learning}, journal = {Cognitive, Affective, \& Behavioral Neuroscience}, year = {2011}, pages = {1{\textendash}10}, keywords = {Bioengineering}, author = {Debarnot, U. and Castellani, E. and G. Valenza and Sebastiani, L. and Guillot, A.} } @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 {1466, title = {Motor imagery effectiveness for mirror reversed movements}, journal = {Cognitive, Affective, \& Behavioral Neuroscience}, volume = {11}, year = {2011}, pages = {22{\textendash}31}, keywords = {Bioengineering}, author = {Debarnot, U. and G. Valenza and Champely, S. and E. P. Scilingo and D. De Rossi and Guillot, A.} } @article {1473, title = {A neuron-astrocyte transistor-like model for neuromorphic dressed neurons}, journal = {Neural Networks}, year = {2011}, keywords = {Bioengineering}, author = {G. Valenza and G. Pioggia and Armato, A. and M. Ferro and E. P. Scilingo and D. De Rossi} } @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 {2008, title = {Wearable Systems for Brain body Reading and Mind Healing}, journal = {CYBER THERAPY AND REHABILITATION MAGAZINE}, year = {2011}, pages = {39{\textendash}40}, issn = {1784-9926}, author = {A. Tognetti and E. P. Scilingo and G. Anania and N. Carbonaro and A Lanata and F. Lorussi and D. Mazzei and G. Valenza and D. De Rossi} } @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 {1464, title = {A pervasive activity management and rehabilitation support system for the elderly}, booktitle = {Pervasive Computing and Communications Workshops (PERCOM Workshops), 2010 8th IEEE International Conference on}, year = {2010}, pages = {813{\textendash}816}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Pioggia and Tartarisco, G. and G. Valenza and Ricci, G. and Volpi, L. and Siciliano, G. and Bonfiglio, S.} } @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 {1470, title = {An Artificial Neural Network approach for Haptic Discrimination in Minimally Invasive Surgery}, booktitle = {Robot and Human interactive Communication, 2007. RO-MAN 2007. The 16th IEEE International Symposium on}, year = {2007}, pages = {25{\textendash}30}, publisher = {IEEE}, organization = {IEEE}, keywords = {Haptics}, author = {N. Sgambelluri and G. Valenza and M. Ferro and G. Pioggia and E. P. Scilingo and D. De Rossi and A. Bicchi} }