Gaetano Valenza, M.Eng., Ph.D., is currently Associate Professor of Bioengineering at the University of Pisa, Pisa, Italy, and head of the Neuro-Cardiovascular Intelligence Lab.

In 2009, He started working at the Bioengineering and Robotics Research Centre “E. Piaggio” in Pisa and, in 2011, He joined the Neuro-Cardiovascular Signal Processing unit within the Neuroscience Statistics Research Laboratory at Massachusetts Institute of Technology, Cambridge, USA. In 2013, He received the Ph.D. degree in Automation, Robotics, and Bioengineering from the University of Pisa and, in the same year, was appointed as a Research Fellow at Harvard Medical School/ Massachusetts General Hospital, Boston, USA.

His research interests include statistical and nonlinear biomedical signal and image processing, cardiovascular and neural modeling, physiologically-interpretable artificial intelligence systems, and wearable systems for physiological monitoring. Applications of his research include the assessment of autonomic nervous system activity on cardiovascular control, brain-heart interactions, affective computing, assessment of mood and mental/neurological disorders. He contributed to the development of novel metrics for the assessment of the autonomic control to the heart from the ECG, namely the Sympathetic and Parasympathetic activity indices. He is an author of more than 300 international scientific contributions in these fields published in peer-reviewed international journals, conference proceedings, books and book chapters, and is official reviewer of more than sixty international scientific journals and research funding agencies. He organized the 11th ESGCO International Scientific Conference and has been involved in several international research projects; currently he is the Coordinator of the H2020 FET-Proactive European collaborative project EXPERIENCE.    

Dr. Valenza is a Senior Member of the IEEE, a Member of the IEEE Technical Committee on Cardiopulmonary Systems, and a Member of the IEEE Technical Committee on Biomedical Signal Processing. Dr. Valenza has been guest editor of several international scientific journals, and is currently associate editor of IEEE-EMBC, member of the editorial board of Plos One, of the Wiley-Hindawi journal Complexity and of the Nature’s journal Scientific Reports.

Email: g(dot)valenza(at)ing(dot)unipi(dot)it

           g(dot)valenza(at)ieee(dot)org

           gvalenza(at)neurostat(dot)mit(dot)edu

Research Interests:

- Biomedical Signal and Image Processing

- Cardiovascular and Neural Modeling

- Physiologically-interpretable Artificial Intelligence systems

- Wearable Systems for physiological monitoring

Teaching

- Biostatistica, Laurea in Ingegneria Biomedica, Università di Pisa

- Probability & Biostatistics, MEng. in Bionics Engineering/ MSc. Biotechnologies and Applied Artificial Intelligence for Health

- Advanced Image Processing, Master Degree in Bionics Engineering, Università di Pisa

- Sistemi di Elaborazioni Dati (Modulo dell'insegnamento Statistica Applicata alla Ricerca e Sistemi di Elaborazioni Dati), Corso di Laurea Magistrale in Scienze Infermieristiche e Ostetriche, Università di Pisa

• Local Principal Investigator - PRIN MIUR 2017 - TRAINED (mulTifeature analysis of heaRt rate variability and gaIt features in cliNical Evaluation of Depression)
• Key Person - MIT-UNIPI Project (Real-time Monitoring of Cardiovascular Functions Using Textile-Based Wearable Systems and Probabilistic Point-Process Modeling)
• Collaborator - FP7-IST-27141-IMMERSENSE (Immersive Multi-Modal Interactive Presence)
• Collaborator - FP7-ICT-215372-ACTIBIO (Unobtrusive authentication using activity related and soft biometrics)
• Collaborator - FP7-FET 258749 CEEDs (The Collective Experience of Empathic Data Systems).
• Collaborator - FP7-ICT-247777-PSYCHE (Personalised monitoring SYstems for Care in mental HEalth).
• Collaborator - FP7-601165 WEARHAP (Wearable Haptics for Humans and Robots) 
• Collaborator - H2020-SOFT-PRO (Synergy-based Open-source Foundations and Technologies for Prosthetics and RehabilitatiOn)"
• Scientific Co-Coordinator - H2020-PHC-2015-689691 NEVERMIND (NEurobehavioural predictiVE and peRsonalised Modelling of depressIve symptoms duriNg primary somatic Diseases with ICT-enabled self-management procedures)
• WP Leader - Local Principal Investigator – H2020-MSCA-ITN-ETN -813234 RHUMBO (modelling and pRedicting Human decision-making Using Measures of subconscious Brain processes through mixed reality interfaces and biOmetric signals
• Coordinator - H2020 FET-Proactive-101017727 EXPERIENCE (The “Extended-Personal Reality”: augmented recording and transmission of virtual senses through artificial-IntelligENCE)

Scientific Editorial Activity

• Associate Editor of the IEEE Engineering in Medicine and Biology Conference (EMBC): Biomedical Signal Processing & Cardiopulmonary
• Associate Editor for the Wiley-Hindawi journal Complexity.
• Associate Editor for the journal Frontiers in Psychology
• Associate Editor for the journal Frontiers in Network Physiology - Information Theory
• Member of the Editorial Board of the Nature’ Journal Scientific Reports.
• Member of the Editorial Board/Academic Editor of the journal Plos One.
• Member of the Editorial Board of the Artificial Intelligence/Circuit and Signal Processing Section for MDPI journal Electronics 
• Guest Editor for the Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences: Theme issue on “Advanced Computation in Cardiovascular Physiology: New Challenges and Opportunities”, 2020
• Guest Editor for Plos Collection: Special Issue on “Methodological and physiological advances in signal processing and modelling for cardiovascular oscillations”, 2020
• Guest Editor for Biomedical Signal Processing and Control: Special Issue on “Biomedical signal processing and modelling for cardiovascular oscillations”, 2020
• Guest Editor for Entropy: Special Issue on "Assessing Complexity in Physiological Systems through Biomedical Signals Analysis"
• Guest Editor of the Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences: Theme issue on “Uncovering Brain-Heart Information through Advanced Signal and Image Processing”
• Guest Editor of IEEE Journal of Biomedical and Health Informatics: Special Issue on “Sensor Informatics for Managing Mental Health”
• Guest Editor of Electronics: Special Issue on “Wearable Electronics and Embedded Computing Systems for Biomedical Applications”

Full Publication List

Books and Book Chapters

•  13 V Catrambone and G. Valenza, Functional Brain-Heart Interplay: from physiology to advanced methodology of signal processing and modelling, Springer, 2021.

•  12. P Castiglioni, L Faes, and G. Valenza (Eds), Assessing Complexity in Physiological Systems through Biomedical Signals Analysis, MDPI, 2020.

• 11. G Valenza, EP Scilingo, Bioingegneria e Psicofisiologia delle emozioni e dei disturbi della mente, Patron Editore, pp. 1-243, 2019.

• 10. R. Barbieri, EP Scilingo, and G. Valenza (Eds), Complexity and Nonlinearity in Cardiovascular Signals, Series in Bioengineering, Springer International Publishing AG, Springer Nature, 2017.

• 9. G Valenza, L Citi, A Lanata, C Gentili, R Barbieri, and EP Scilingo, Applications of Heartbeat Complexity Analysis to Depression and Bipolar Disorder, book chapter in: R. Barbieri, EP Scilingo, and G. Valenza (Eds.), Complexity and Nonlinearity in Cardiovascular Signals, Series in Bioengineering, Springer International Publishing AG., Springer Nature, 2017.

• 8. G Valenza, L Citi, EP Scilingo, and R Barbieri, Time-Varying Cardiovascular Complexity with Focus on Entropy and Lyapunov Exponents, book chapter in: R. Barbieri, EP Scilingo, and G. Valenza (Eds.), Complexity and Nonlinearity in Cardiovascular Signals, Series in Bioengineering, Springer International Publishing AG., Springer Nature, 2017.

• 7. M Orini, R Barbieri, M Nardelli, EP Scilingo, and G Valenza, Introduction to Complex Cardiovascular Physiology, book chapter in: R. Barbieri, EP Scilingo, and G. Valenza (Eds.), Complexity and Nonlinearity in Cardiovascular Signals, Series in Bioengineering, Springer International Publishing AG., Springer Nature, 2017.

• 6. EP Scilingo, G. Valenza (Eds), Wearable Electronics and Embedded Computing Systems for Biomedical Applications, MDPI, 2017.

• 5. G Valenza, L Citi, R Barbieri, Linear and Nonlinear Parametric models in Heart Rate Variability, Book Chapter in: ECG Time Series Variability Analysis: Engineering and Medicine, CRC Press, 2017.

• 4. G Valenza and EP Scilingo, Exploiting Physiological Sensors and Biosignal Processing to Enhance Monitoring Care in Mental Health, Book Chapter in: Handbook of Large-Scale Distributed Computing in Smart Healthcare, Springer International Publishing, 2017.

• 3. A. Greco, G. Valenza and E.P. Scilingo, Advances in Electrodermal Activity Processing with Applications on Emotions and Mental Health: From Heuristic Methods to Convex Optimization. Series in BioEngineering, Springer International Publishing, pp. 1-138, 2016.

• 2. G. Valenza and E.P. Scilingo, Autonomic Nervous System Dynamics for Mood and Emotional-state Recognition: Significant Advances in Data Acquisition, Signal Processing and Classification. Series in BioEngineering, Springer International Publishing, pp. 1-162, 2014.

• 1. D. Ioannidis, D. Tzovaras, G. Dalle Mura, M. Ferro, G. Valenza, A. Tognetti, G. Pioggia, Gait and Anthropometric Profile Biometrics: A Step Forward, Book Chapter in: Second generation Biometrics: The Ethical, Legal, and Social Context, pp 105-127, Springer, 2012.

International Journals

• 147. A Ghouse, G. Pfurtscheller, G. Schwarz, G. Valenza, Uncovering hemispheric asymmetry and directed oscillatory brain-heart interplay in anxiety processing: an fMRI study, IEEE in Transactions on Neural Systems & Rehabilitation Engineering, 2024, in press.

• 146. F Malandrone, S Urru, P Berchialla, PG Rossini, F Oliva, S Bianchi, M Ottaviano, S Gonzalez-Martinez, V Carli, G Valenza, EP Scilingo, S Carletto, L Ostacoli, Exploring the effects of variety and amount of mindfulness practices on depression, anxiety, and stress symptoms: a longitudinal study on a mental health-focused eHealth system for breast and prostate cancer patients, JMIR Mental Health, 2024, in press.

• 145. Frassineti, L., Catrambone, V., Lanatà, A., & Valenza, G. Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics. Network Neuroscience, 1-16. 2024

• 144. Catrambone, V., Candia‐Rivera, D., & Valenza, G. Intracortical brain‐heart interplay: An EEG model source study of sympathovagal changes. Human Brain Mapping, 45(6), e26677, 2024.

• 143. A Scarciglia, V Catrambone; M Bianco, C Bonanno, N Toschi, G Valenza, Stochastic Brain Dynamics Exhibits Differential Regional Distribution and Maturation-Related Changes, Neuroimage, vol. 290, 120562, 2024.

• 143. G Valenza, F Di Ciò, N Toschi, R. Barbieri, Sympathetic and Parasympathetic Central Autonomic Networks, Imaging Neuroscience, vol. 2, pp. 1-17, 2024.

• 142. G Valenza, M Alcañiz, V Carli, G Dudnik, C Gentili, J Guixeres Provinciale, S Rossi, N Toschi, V van Wassenhove, The EXPERIENCE project: automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence, IEEE Signal Processing Magazine, 2024, in press.

• 141. Malandrone F., Catrambone V., Carletto S, Rossini PG., Coletti Moja M.,  Oliva F., Pagani M., Valenza G., Ostacoli L., Restoring Bottom-Up Communication in Brain-Heart Interplay after Trauma-Focused Psychotherapy in Breast Cancer Patients with Post-Traumatic Stress Disorder, Journal of Affective Disorders, vol. 351, pp. 143-150, 2024.

• 140. V Catrambone, L Zallocco, E Ramoretti, MR Mazzoni, L Sebastiani, G Valenza, Integrative Neuro-Cardiovascular Dynamics in Response to Test Anxiety: a Brain-Heart Axis study, Physiology & Behavior, vol. 276, 114460, pp. 1-9, 2024.

• 139. A Scarciglia, V Catrambone, C Bonanno, G Valenza, Physiological Noise: Definition, Estimation, and Characterization in Complex Biomedical Signals, IEEE Transactions on Biomedical Engineering, vol. 71, num. 1, pp. 45-55, 2024.

• 138. De Pra, Y, Catrambone V, van Wassenhove V, Moscatelli A, Valenza G; Bianchi M, Altering time perception in Virtual Reality through multimodal visual-tactile Kappa Effect, IEEE Transactions on Haptics, vol. 16, num 4, pp. 518-523, 2023.

• 137. V Catramone, G Valenza, Microstates of the Cortical Brain-Heart Axis, Human Brain Mapping, vol. 44, num. 17, pp. 5515-6287, 2023.

• 136. A Ghouse, D Candia-Rivera, G Valenza, Nonlinear Neural Patterns Are Revealed In High Frequency Functional Near Infrared Spectroscopy Analysis, Brain Research Bulletin, Vol. 203, 110759, 2023

• 135 V Catramone, G Valenza, Complex brain-heart mapping in mental and physical stress, IEEE Journal of Translational Engineering in Health & Medicine, vol. 11, pp. 495-504, 2023.

• 134. G Valenza, Depression as a cardiovascular disorder: central-autonomic network, brain-heart axis, and vagal perspectives of low mood, Frontiers in Network Physiology, 3:1125495, 2023

• 133. Alfeo, A. L., Zippo, A. G., Catrambone, V., Cimino, M. G., Toschi, N., & Valenza, G. From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks. Computer Methods and Programs in Biomedicine, 107550, 2023.

• 132. G. Gagliardi, AL Alfeo, V. Catrambone, D. Candia-Rivera, MGCA Cimino, G. Valenza, Improving emotion recognition systems by exploiting the spatial information of EEG sensors, IEEE Access, vol. 11, pp. 39544-39554, 2023

• 131. A Scarciglia, F Gini, V Catrambone, C Bonanno, G Valenza, Estimation of Dynamical Noise Power in Unknown Systems, IEEE Signal Processing Letters, vol. 30, pp. 234-238, 2023.

• 130. D Candia-Rivera, K Norouzi, T Ramsøy, G Valenza, Dynamic fluctuations in ascending heart–to–brain communication under mental stress, American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, vol. 324, num. 4, pp. R513-R525, 2023.

• 129. G Valenza, Specific Brain-Heart Axis-Related Pathomechanism in Heart Failure Are Revealed Through Analysis of Cardiovascular Dynamics, Journal of the American College of Cardiology, vol. 81 num. 13, p. e109, 2023 (letter).

• 128. M Nardelli, L Citi, R Barbieri and G Valenza, Characterization of Autonomic States by Complex Sympathetic and Parasympathetic Dynamics, Physiological Measurement, vol. 44, num 3, 035004, 2023.

• 127. V Catrambone and G Valenza, Nervous-system-wise Functional Estimation of Directed Brain-Heart Interplay through Microstate Occurrences, IEEE Transactions on Biomedical Engineering, vol. 70, num. 8, pp. 2270-2278, 2023.

• 126. S Kakaria, E Bigne, V Catrambone, G Valenza, Heart rate variability in marketing research: A systematic review and methodological perspectives, Psychology & Marketing, vol. 40, num. 1, pp. 190-208, 2023.

• 125 E Parra Vargas, J Philip, L Carrasco-Ribelles, I A Chicchi Giglioli; G Valenza, J Marín-Morales, M Alcañiz Raya, The Neurophysiological Basis of Leadership: A Machine Learning Approach, Management Decision, 2023, in press.

• 124. I Pasini, C Perlini, D Valeria, A Mason, V Schweiger, E Secchettin, F Lugoboni, G Valenza, L Del Piccolo, INTEGRO - INTEGRated - psychotherapeutic interventiOn on the management of chronic pain in patients with Fibromyalgia: the role of the therapeutic relationship, International Journal of Environmental Research and Public Health, 2023.

• 123. A. Greco, G Valenza, J Lazaro, JM Garzon-Rey, J. Aguilo, C de la Camara, R Bailon, EP Scilingo, Acute stress state classification based on electrodermal activity modeling, IEEE Transactions on Affective Computing, vol. 14, num. 1, pp. 788-799, 2023.

• 122. G Valenza, Biomedical signal processing: the cornerstone of artificial intelligence in healthcare wearables, Biomedical Materials and Devices, 2023 [pdf]

• 121. Candia-Rivera, D., Sappia, M.S., Horschig, J.M., Colier, W.N. and Valenza, G. Confounding effects of heart rate, breathing rate, and frontal fNIRS on interoception. Scientific Reports, 12(1), p.20701, 2022.

• 120. D. Candia-Rivera, V Catrambone, JF Thayer, C Gentili, and G Valenza, Cardiac sympathetic-vagal activity initiates a functional brain–body response to emotional arousal, PNAS, vol. 119, n. 21, pp. 1-12, 2119599119, 2022 [pdf]

• 119 D. Candia-Rivera and G Valenza, Cluster permutation analysis for EEG series based on non-parametric Wilcoxon-Mann Whitney statistical tests, SoftwareX, 2022.

• 118. D. Candia-Rivera, V Catrambone, R. Barbieri, and G Valenza, Functional assessment of bidirectional cortical and peripheral neural control on heartbeat dynamics: a brain-heart study on thermal stress, Neuroimage, vol. 251, n. 119023, pp. 1-12, 2022.

• 117. V. Carli, N G Petros, ..., and G Valenza, The NEVERMIND e-health system in the treatment of depressive symptoms among patients with severe somatic conditions: a multicentre, pragmatic randomised controlled trial, eClinicalMedicine, vol. 48, 101423, 2022.

• 116. A Scarciglia, V Catrambone, C Bonanno, G Valenza, Multiscale partition-based Kolmogorov-Sinai entropy for the complexity assessment of heartbeat dynamics, Bioengineering, 2022.

• 115. N Hakimi, M Shahbakhti, S Sappia, JM Horschig, M Bronkhorst, M Floor-Westerdijk, G Valenza, J Dudink, WN. J. M. Colier, Estimation of Respiratory Rate from functional Near-Infrared  Spectroscopy (fNIRS): A New Perspective on Respiratory Interference, Biosensors, 2022.

• 114. A Ghouse, L Faes, G Valenza, Inferring directionality of coupled dynamical systems using Gaussian process priors: Application on neurovascular systems, Physical Review E, vol 104, n. 064208, 2021.

• 113. M Nardelli, V Catrambone, G Grandi, T Banfi, RM Bruno, EP Scilingo, U Faraguna, and G Valenza, Activation of brain-heart axis during REM sleep: a trigger for dreaming, American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, vol. 321, R951–R959, 2021.

• 112. D. Candia-Rivera, V Catrambone, and G Valenza, The role of electroencephalography electrical reference in the assessment of functional brain–heart interplay: From methodology to user guidelines, Journal of Neuroscience Methods, Vol. 360, num. 109269, pp. 1-16, 2021.

• 111. R Bartoletti, A Greco, T Di Vico, J Durante, V Ficarra, PScilingo, G Valenza, Use of Bioelectric Impedance Analysis as a new method to detect prostate cancer, Frontiers in Oncology, vol. 11, n. 555277, 2021.

• 110. J Marin-Morales, JL Higuera-Trujillo, J Guixeres, C Llinares, M Alcañiz, and G Valenza, Heart rate variability analysis for the assessment of immersive emotional arousal using virtual reality: Comparing real and virtual scenarios, Plos One, vol 17, num 7, e0254098, 2021.

• 109. Averta, G., Barontini, F., Catrambone, V., Haddadin, S., Handjaras, G., Held, J. P., Tingli Hu, Eike Jakubowitz, Christoph M Kanzler, J Kühn, O Lambercy, A Leo, A Obermeier, E Ricciardi, A Schwarz, G Valenza, A Bicchi, Bianchi, M. U-Limb: A multi-modal, multi-center database on arm motion control in healthy and post-stroke conditions. GigaScience, vol. 10, num. 6, giab043, 2021.

• 108. V Catrambone, A. Talebi, R. Baribieri, and G Valenza, Time-resolved Brain-to-Heart Probabilistic Information Transfer Estimation Using Inhomogeneous Point-Process Models, IEEE Transactions on Biomedical Engineering, vol. 68, num. 11, pp. 3366-3374, 2021.

• 107. D. Candia-Rivera, V Catrambone, R Barbieri, and G Valenza, Integral Pulse Frequency Modulation Model Driven by Sympathovagal Dynamics: Synthetic vs. Real Heart Rate Variability, Biomedical Signal Processing and Control, vol. 68, n. 102736, 2021. [pdf]

• 106. V Catrambone, S Messerotti Benvenuti, C Gentili, and G Valenza, Intensification of Functional Neural Control on Heartbeat Dynamics in Subclinical Depression, Translational Psychiatry, vol. 11, num. 221, pp. 1-10, 2021. [link]

• 105. G. Valenza, L. Faes, N. Toschi, R. Barbieri, Advanced Computation in Cardiovascular Physiology: New Challenges and Opportunities, Philosophical Transactions of the Royal Society A, vol. 379, 20200265, 2021.

• 104. JP Saul, G. Valenza, Heart Rate Variability and the Dawn of Complex Physiological Signal Analysis: Methodological and Clinical Perspectives, Philosophical Transactions of the Royal Society A, vol. 379, 20200255, 2021.

• 103. V. Catrambone, R. Barbieri, H. Wendt, P. Abry, and G Valenza, Functional Brain-Heart Interplay Extends to the Multifractal Domain, Philosophical Transactions of the Royal Society A, vol. 379, 20200260, 2021.

• 102. V. Catrambone, G Averta, M Bianchi, and G Valenza, Toward Brain-Heart Computer Interfaces: a Study on the Classification of Upper Limb Movements using Multisystem Directional Estimates, Journal of Neural Engineering, vol. 18, n. 4, 046002, 2021.

• 101 S. Ghiasi, A. Greco, L. Faes, M. Javorka, R. Barbieri, EP Scilingo, and G. Valenza, Quantifying Multidimensional Control Mechanisms of Cardiovascular Dynamics During Multiple Concurrent Stressors, Medical & Biological Engineering & Computing, vol. 59, pp. 775–785, 2021.

• 100 C. Dell’Acqua, S. Ghiasi, S. Messerotti Benvenuti, A. Greco, C. Gentili, and G. Valenza, Increased functional connectivity within alpha and theta frequency bands in dysphoria: a resting-state EEG study, Journal of Affective Disorders, vol. 281, pp. 199-207, 2021.

• 99. A. Sorriento, A. Poliziani, A. Cafarelli, G. Valenza, L. Ricotti, A novel quantitative and reference-free ultrasound analysis to discriminate different concentrations of bone mineral content, Scientific Reports, vol. 11, num. 301, pp. 1-14, 2021.

• 98. A. Greco, G. Valenza, EP Scilingo, Brain Dynamics during Arousal-dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect, IEEE Transactions on Affective Computing, vol. 12, num. 2, pp. 417-428, 2021.

• 97. P. Castiglioni, L. Faes, G. Valenza, Assessing Complexity in Physiological Systems through Biomedical Signals Analysis, Entropy, vol. 22, num. 1005, pp. 1-4, 2020.

• 96. A Ghouse, M Nardelli, G Valenza, fNIRS Complexity Analysis for the Assessment of Motor Imagery and Mental Arithmetics Tasks, Entropy, vol. 22, num. 7, pp. 1-17, 2020.

• 95. A.O.A. David, A. Canta, I Salagean, G Valenza, DS. Mennin, The phobic applying for a job: Differential efficacy of reappraising or faking on subjective states, physiological reactions and performance, Personality and Individual Differences, Vol. 167, 110243, 2020.

• 94. G Valenza, L Passamonti, A Duggento, N Toschi, R Barbieri, Uncovering Complex Central Autonomic Networks at Rest: an fMRI Study on Complex Cardiovascular Oscillations, Journal of the Royal Society Interface, vol. 17, num. 164, 20190878, pp. 1-12, 2020.

• 93. M Nardelli, A Greco, M Bianchi, EP Scilingo, and G Valenza, Classifying Affective Haptic Stimuli through Gender-specific Heart Rate Variability Nonlinear Analysis, IEEE Transactions on Affective Computing, vol. 11, num. 3, pp. 459-469, 2020.

• 92. S Ghiasi, A Greco, R Barbieri, EP Scilingo, and G Valenza, Assessing Autonomic Function from Electrodermal Activity and Heart Rate Variability During Cold-Pressor Test and Emotional Challenge, Scientific Reports, vol. 10, num. 5406, 2020.

• 91. G Averta, C. Della Santina, G. Valenza, M. Bianchi, A. Bicchi, Exploiting upper-limb functional Principal Components for human-like motion generation of anthropomorphic robots, Journal of NeuroEngineering and Rehabilitation, vol. 17, num. 73, pp. 1-15, 2020.

• 90. V. Carli, D Wasserman, G Hadlaczky, …, MT Arredondo Waldmeyer, G Valenza, EP Scilingo, A protocol for a multi-Centre, parallel-group, pragmatic randomised controlled trial to evaluate the NEVERMIND system in preventing and treating depression in patients with severe somatic conditions, BMC Psychiatry, vol. 20, num. 1, pp. 1-10, 2020.

• 89. M. Nardelli, G. Valenza, A. Greco, A. Lanata, E.P. Scilingo, R Bailon, Quantifying the Lagged Poincaré Plot Geometry of Ultrashort Heart Rate Variability Series: Automatic Recognition of Odour Hedonic Tone, Medical & Biological Engineering & Computing, vol. 58, pp. 1099-1112, 2020.

• 88. M Nardelli, A Lanata, G Valenza, M Sgorbini, P Baragli, EP Scilingo, A Tool for the Real-time Evaluation of ECG Signal Quality and Activity: Application to Submaximal Treadmill Test in Horses, Biomedical Signal Processing and Control, Biomedical Signal Processing & Control, vol. 56, 101666, 2020.

• 87. J Marin-Morales, JL Higuera-Trujillo, A Greco, J Guixeres, C Llinares, C Gentili, EP Scilingo, M Alcañiz, G Valenza, Real vs. immersive-virtual emotional experience: Analysis of psycho-physiological patterns in a free exploration of an art museum, Plos ONE, vol. 14, num. 10, e0223881, 2019.

• 86. G Valenza, R Sclocco, A Duggento, L Passamonti, V Napadow, R Barbieri, N Toschi. The central autonomic network at rest: uncovering functional MRI correlates of time-varying autonomic outflow, Neuroimage, vol. 197, pp. 383-390, 2019.

• 85. A Greco, L Faes, V Catrambone, R Barbieri, EP Scilingo, and G Valenza, Lateralization of Directional Brain-Heart Information Transfer during Visual Emotional Elicitation, American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, vol. 317, R25-R38, 2019.

• 84. V Catrambone, A Greco, EP Scilingo, G Valenza, Functional Linear and Nonlinear Brain-Heart Interplay during Emotional Video Elicitation: a Maximum Information Coefficient Study, Entropy, vol. 21, num 892, pp. 1-10, 2019.

• 83. M Nardelli, EP Scilingo, G. Valenza, Multichannel Complexity Index (MCI) for a Multi-Organ Physiological Complexity Assessment, Physica A: Statistical Mechanics and its Applications, vol. 530, 121543, pp. 1-13 2019.

• 82. V Catrambone, A Greco, N Vanello, EP Scilingo, and G Valenza, Time-resolved Directional Brain-Heart Interplay Measurement through Synthetic Data Generation Models, Annals of Biomedical Engineering, vol. 7, num. 6, pp 1479-1489, 2019.

• 81. A Duggento, G Valenza, L Passamonti, S Nigro, MG Bianco, M Guerrisi, R Barbieri, N Toschi, A parsimonious Granger causality formulation for capturing arbitrarily long multivariate associations, Entropy, vol. 21, num. 7, pp. 1-15, 2019.

• 80. R Bartoletti, G Neri, A Greco, T Di Vico, J Durante, A Tognarelli, T Talluri, G Valenza, Bioelectric impedance analysis (BIA) for non-invasive prostate carcinoma (PCa) diagnosis using a novel “finger” probe tool: Results from a cross-sectional, hospital-based study, European Urology Supplements, 2019 (Abstract)

• 79. G Averta, G Valenza, V Catrambone, F Barontini, EP Scilingo, A Bicchi, M Bianchi, On the time-invariance properties of upper limb synergies, IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 27, num 7, pp. 1397-1406, 2019.

• 78. A Greco, G Valenza, M Bianchi, A Bicchi, EP Scilingo, Assessment of Muscle Fatigue during Isometric Contraction using Autonomic Nervous System Correlates, Biomedical Signal Processing and Control, vol. 51, pp. 42-49, 2019.

• 77. V Catrambone, A Greco, G Averta, M Bianchi, G Valenza, EP Scilingo, Predicting object-mediated gestures from brain activity: an EEG study on gender differences, IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 27, num. 3, pp. 411-418, 2019.

• 76. A Greco, A Guidi, M Bianchi, A Lanata, G Valenza, EP Scilingo, Brain dynamics Induced by Pleasant/Unpleasant Tactile Stimuli Conveyed by different Fabrics, IEEE Journal of Biomedical and Health Informatics, vol. 23, num. 6, pp. 2417-2427, 2019.

• 75. C. Tessa, N Toschi, S. Orsolini, G Valenza, C. Lucetti, R Barbieri, S Diciotti, Central modulation of parasympathetic outflow is impaired in de novo Parkinson's disease patients, Plos One, vol. 14, num. 1, e0210324, 2019.

• 74. M. Nardelli, A. Greco, O.P. Danzi, C. Perlini, F. Tedeschi, E.P. Scilingo, L. Del Piccolo, and G. Valenza, Cardiovascular Assessment of Supportive Doctor-Patient Communication using Multi-scale and Multi-lag Analysis of Heartbeat Dynamics, Medical & Biological Engineering & Computing, vol. 57, num. 1, pp. 123-134, 2019.

• 73. J Marín-Morales, J L Higuera-Trujillo, A Greco, J Guixeres, C Llinares, EP Scilingo, M Alcañiz, and G Valenza, Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors, Scientific Reports, vol. 8, num. 13657, 2018. [pdf]

• 72. G Valenza, A Greco, M Bianchi, M Nardelli, S Rossi, EP Scilingo, EEG Oscillations during Caress-like Affective Haptic Elicitation, Psychophysiology, vol. 55, num 10, e13199, 2018.

• 71. A Greco, S Messerotti Benvenuti, C Gentili, D Palomba, EP Scilingo, and G Valenza, Assessment of Linear and Nonlinear/Complex Heartbeat Dynamics in Subclinical Depression (Dysphoria), Physiological Measurement, vol. 39, 034004, pp. 1-12, 2018.

• 70. OP Danzi, C Perlini, F Tedeschi, M Nardelli, A Greco, EP Scilingo, G Valenza, L Del Piccolo, Affective communication during bad news consultation: effect on analogue patients' heart rate variability and recall. Patient Education and Counseling, vol.101,  num 11, pp. 1892-1899, 2018.

• 69. G Valenza, L Citi, JP Saul, R Barbieri, Measures of Sympathetic and Parasympathetic Autonomic Outflow from Heartbeat Dynamics, Journal of Applied Physiology, vol. 125, num 1, pp. 19-39, 2018.

• 68. G. Valenza, H. Wendt, K. Kiyono, J. Hayano, E. Watanabe, Y. Yamamoto, P. Abry, R. Barbieri, Mortality Prediction in Severe Congestive Heart Failure Patients with Multifractal Point-Process Modeling of Heartbeat Dynamics, IEEE Transactions on Biomedical Enginering, vol. 65, num 10, pp 2345-2354, 2018. [pdf]

• 67. G. Valenza, L Faes, L Citi, M Orini, R Barbieri, Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics, IEEE Transactions on Biomedical Enginering, vol. 65, num. 5, pp. 1077-1085, 2018. [pdf]

• 66. G. Valenza, L Iozzia, L Cerina, L Mainardi, and R Barbieri, Analysis of instantaneous linear, nonlinear and complex cardiovascular dynamics from video-photoplethysmography, Methods of Information in Medicine, vol. 57, num 3, pp. 135-140, 2018.

• 65. A Duggento, L Passamonti, G Valenza, R Barbieri, M Guerrisi, N Toschi, Multivariate Granger causality unveils directed parietal to prefrontal cortex connectivity during task-free MRI, Scientific Reports, vol 8, 5571, pp. 1-11, 2018.

• 64. MS Morelli, A Greco, G Valenza, A Giannoni, M Emdin, EP Scilingo, N Vanello, Analysis of generic coupling between EEG activity and P_ETCO₂ in free breathing and breath-hold tasks using Maximal Information Coefficient (MIC), Scientific Reports, vol. 8, 4492, pp. 1-9, 2018.

• 63. M. Nardelli, A. Greco, J. Bolea, G Valenza, EP Scilingo, R. Bailon, Reliability of Lagged Poincaré Plot parameters in ultra-short Heart Rate Variability series: Application on Affective Sounds, IEEE Journal of Biomedical and Health Informatics, vol. 22, num. 3, pp. 741-749, 2018. [Front Cover] [pdf]

• 62. S Fani, S Ciotti, M Giuseppe Catalano, G Grioli, A Tognetti, G Valenza, A Ajoudani, M Bianchi, "Integrating Wearable Haptics and Teleimpedance Methods for Augmented Human-Robot Interaction with Synergy-inspired Robotic Systems", IEEE Robotics and Automation Magazine, vol. 25, num 1, pp. 77-88, 2018. [pdf]

• 61. M Nardelli, A Lanata, G Bertschy, EP Scilingo, and G Valenza, Heartbeat Complexity Modulation in Bipolar Disorder during Daytime and Nighttime, Scientific Reports, vol. 7, n. 17920, 2017. [pdf]

• 60. G. Valenza and A.V. Vasilakos, Perspective: It's all about Time, IEEE Transactions on NanoBioscience, vol. 16, num. 4, pp. 309-310, 2017. [pdf]

• 59. C Gentili, Benvenuti SM, Palomba D, Greco A, Scilingo EP, Valenza G. Assessing mood symptoms through heartbeat dynamics: An HRV study on cardiosurgical patients. Journal of Psychiatric Research, vol. 95, pp. 179-188, 2017.

• 58. EP. Scilingo, G. Valenza, Recent Advances on Wearable Electronics and Embedded Computing Systems for Biomedical Applications, Electronics, vol. 6, num 12, pp. 1-4, 2017. [pdf]

• 57. Benvenuti SM, Greco A, Gentili C, Valenza G, Scilingo E, Palomba D. An HRV-Multifeature Approach for Assessing Depressive Symptoms in Cardiosurgical Patients. Psychophysiology, Vol. 54, pp. S43-S43, 2017 (abstract).

• 56. G Valenza, L Citi, RG. Garcia, JN Taylor, N Toschi, R Barbieri, Complexity Variability Assessment of Nonlinear Time-Varying Cardiovascular Control, Scientific Reports, vol. 7, num. 42779, pp. 1-15, 2017. [pdf]

• 55. M. Bianchi, G Valenza, A Lanata, A Greco, M Nardelli, A Bicchi, EP Scilingo, On the role of affective properties in hedonic and discriminant haptic systems, International Journal of Social Robotics, vol. 9, num. 1, 87-95, 2017.

• 54. C Gentili, G Valenza, M Nardelli, A Lanatà, G Bertshy, L Weiner, M Mauri, EP Scilingo, P Pietrini, Longitudinal monitoring of heartbeat dynamics predicts mood changes in Bipolar Patients: a pilot study, Journal of Affective Disorders, vol. 209, pp. 30-38, 2017.

• 53. A. Guidi, A. Lanatà, G. Valenza. EP Scilingo, P Baragli. Validation of smart-textile electrodes for electrocardiogram monitoring in free-moving horses, Journal of Veterinary Behavior: Clinical Applications and Research, vol. 17, pp. S221-S222, 2017.

• 52. A. Greco, G Valenza, M Nardelli, M Bianchi, L. Citi, and EP Scilingo, Force-Velocity Assessment of Caress-like Stimuli through the Electrodermal Activity Processing: Advantages of a Convex Optimization Approach, IEEE Transactions on Human-Machine Systems, vol. 47, num. 1, pp. 91-100, 2017.

• 51. A Greco, G Valenza, L Citi, EP Scilingo, Arousal and Valence Recognition of Affective Sounds based on Electrodermal Activity, IEEE Sensors Journal, vol. 17, num 3, pp. 716-725, 2017. [pdf]

• 50. G Valenza, V Carli, A Lanata, W Chen, R Jafari, EP Scilingo, Guest Editorial: Sensor Informatics for Managing Mental Health, IEEE Journal of Biomedical and Health Informatics, vol. 20, num. 4, pp. 975-976, 2016. [pdf][cover]

• 49. G Valenza, M Nardelli, A Lanata, C Gentili, G Bertschy, M Kosel, and EP Scilingo, Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics, IEEE Journal of Biomedical and Health Informatics, vol. 20, num. 4, pp. 1034-1043, 2016. [pdf]

• 48. G Valenza, A Greco, L Citi, M Bianchi, R Barbieri, EP Scilingo, Inhomogeneous Point-Processes to Instantaneously Assess Affective Haptic Perception through Heartbeat Dynamics Information, Scientific Reports, vol. 6, num. 28567, pp. 1-14, 2016. [pdf]

• 47. E Wanke, F Gullo, E Dossi, G Valenza, A Becchetti, Neuron-glia crosstalk revealed in reverberating networks by simultaneous extracellular recording of spikes and astrocytes' glutamate transporter and K⁺ currents, Journal of Neurophysiology, vol. 116, pp. 2706-2719, 2016. [pdf]

• 46. A Guidi, A Lanata, P Baragli, G Valenza, EP Scilingo, A Wearable System for the evaluation of the human-horse interaction: A Preliminary Study, Electronics, vol. 5, num. 63, pp. 1-17, 2016 [pdf].

• 45. A Greco, A Lanata, G Valenza, N Vanello, L Citi, EP Scilingo, Source Oscillations of Skin Admittance for Emotion Recognition: a  Study in the Frequency Domain, Electronics, vol. 5, num. 46, pp. 1-13, 2016. [pdf]

• 44. G. Valenza, N. Toschi, R Barbieri, Uncovering Brain-Heart Information through Advanced Signal and Image Processing, Philosophical Transactions of the Royal Society A, vol. 374, 20160020, 2016. [pdf] [cover]

• 43. G. Valenza, A. Greco, C. Gentili, A. Lanata, L. Sebastiani, D. Menicucci, A. Gemignani, E.P. Scilingo, Combining EEG Activity and Instantaneous Heart Rate for Assessing Brain-Heart Dynamics during Visual Emotional Elicitation in Healthy Subjects, Philosophical Transactions of the Royal Society A, vol. 374, 20150176, 2016. [pdf]

• 42. S. Rossi, E. Santarnecchi, G. Valenza, M. Ulivelli, The Heart Side of Brain Neurodemodulation, Philosophical Transactions of the Royal Society A, vol. 374, 20150187, 2016. [pdf]

• 41. G Valenza, S Orsolini, S Diciotti, L Citi, EP Scilingo, M Guerrisi, S Danti, C Lucetti,C Tessa, R Barbieri, N Toschi, Assessment of Spontaneous Cardiovascular Oscillations in Parkinson’s Disease, Biomedical Signal Processing and Control, vol. 26, pp. 80-89, 2016.

• 40. A Greco, G Valenza, A Lanata, EP Scilingo, L Citi. cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing, IEEE Transactions on Biomedical Enginering, vol. 63. num. 4, 2016 [pdf].

• 39. R.G. Garcia, G Valenza, C.A. Tomaz, R. Barbieri. Relationship between cardiac vagal activity and mood congruent memory bias in major depression, Journal of Affective Disorders, vol. 190, pp. 19-25, 2016.

• 38. M Nardelli, G Valenza, A Greco, A Lanata, and EP Scilingo, Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability, IEEE Transactions on Affective Computing, vol. 6, num. 4, pp. 385-394, 2015. [pdf]

• 37. A.Virgillito, A. Greco, M. Nardelli, L. Bonfiglio, B. Rossi, G. Valenza, EP Scilingo, MC Carboncini. EEG and autonomic response to pleasant touch: an insight in healthy subject and in patients with disorders of consciousness. Neuropsychological Trends, vol. 18, p. 160-161, 2015 (abstract)

• 36. A. Lanata, G. Valenza, A. Greco, E.P. Scilingo, Robust head mounted wearable eye tracking system for dynamical calibration. Journal of Eye Movement Research, vol. 8, num. 5, pp. 1-15, 2015. [pdf]

• 35. A. Lanata, A. Guidi, P. Baragli, G Valenza, E.P. Scilingo. A Novel Algorithm for Movement Artifact Removal in ECG signals acquired from Wearable Systems Applied to Horses, PLoS One, vol. 10, num. 10, e0140783, 2015. [pdf]

• 34. G. Valenza, R. Garcia, L. Citi, EP Scilingo, C. Tomaz and R Barbieri Nonlinear Digital Signal Processing in Mental Health: Characterization of Major Depression using Instantaneous Entropy Measures of Heartbeat Dynamics, Frontiers in Physiology-Computational Physiology and Medicine, vol. 6, num. 74, 2015. [pdf]

• 33. M. Nardelli, G Valenza, I Cristea, C Gentili, C Cotet, D David, A Lanatà, and EP Scilingo, Characterizing Psychological Dimensions in Non-Pathological Subjects through Autonomic Nervous System Dynamics, Frontiers in Computational Neuroscience, vol. 9, num 37, 2015. [pdf]

• 32. A. Lanata, G. Valenza, G. Greco, R. Bartolozzi, F. Bucchi, F. Frendo, E.P. Scilingo. How the autonomic nervous system and driving style change with incremental stressing conditions during simulated driving, IEEE Transactions on Intelligent Transportation Systems, vol. 16, num. 3, pp. 1505-1517, 2015. [pdf]

• 31. G. Valenza, L. Citi, C. Gentili, A. Lanata, E.P. Scilingo, and R. Barbieri Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment,  IEEE Journal of Biomedical and Health Informatics, vol. 19, num. 1, pp. 263-274, 2015.

• 30. A Lanata, G. Valenza, M. Nardelli, C. Gentili, E.P. Scilingo. Complexity Index from a Personalized Wearable Monitoring System for Assessing Remission in Mental Health, IEEE Journal of Biomedical and Health Informatics, vol. 19, num. 1, pp. 132-139, 2015.

• 29. G. Valenza, O. Akeju, K.J. Pavone, L. Citi, K.E. Hartnack, A. Sampson, P.L. Purdon, E.N. Brown, R. Barbieri.  Instantaneous monitoring of heart beat dynamics during anesthesia and sedation, Journal of Computational Surgery, vol 3, num. 13, pp. 1-18, 2014. [pdf]

• 28. G. Valenza, L. Citi, R. Barbieri. Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics, PLoS One, vol. 9, num. 8, e105622, 2014. [pdf]

• 27. I.A. Cristea, G. Valenza, E.P. Scilingo, A. Szentagotai Tatar, C. Gentili, D. David, Autonomic effects of cognitive reappraisal and acceptance in social anxiety: evidence for common and distinct pathways for parasympathetic reactivity, Journal of Anxiety Disorders, vol. 28, pp. 795-803, 2014.

• 26. G. Valenza, M. Nardelli, G. Bertschy, A. Lanata, E.P. Scilingo. Mood States Modulate Complexity in Heartbeat Dynamics: a Multiscale Entropy Analysis, Europhysics Letters, vol. 107, 18003, 2014. [pdf]

• 25. G. Valenza, L. Citi, E.P. Scilingo, and R. Barbieri. Inhomogeneous Point-process Entropy: an Instantaneous Measure of Complexity in Discrete Systems, Physical Review E, vol. 89 num. 5, 052803, 2014. [pdf]

• 24. G. Valenza, L. Citi, C. Gentili, A. Lanata, E.P. Scilingo, and R. Barbieri. Point-Process Nonlinear Autonomic Assessment of  Depressive States in Bipolar Patients, Methods of Information in Medicine, vol. 53 num. 4, pp. 296–302, 2014 (Invited). [pdf]

• 23. G. Valenza, A. Lanata, R. Paradiso, E.P. Scilingo. Advanced Technology meets Mental Health: How Smartphones, Textile Electronics, and Signal Processing can serve mental health monitoring, diagnosis, and treatment, IEEE Pulse Magazine, vol. 5 num. 3, pp. 56-59, 2014.

• 22. G. Valenza, L. Citi, A. Lanata, E.P. Scilingo, and R. Barbieri. Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics, Scientific Reports, vol. 4, 4998, pp. 1-13, 2014. [pdf]

• 21. A. Greco, G. Valenza, A. Lanata, G. Rota, and E.P. Scilingo, Electrodermal Activity in Bipolar Patients during Affective Elicitation,  IEEE Journal of Biomedical and Health Informatics, vol. 18, num. 6, pp. 1865-1873, 2014.

• 20. G. Valenza, M. Nardelli, A. Lanata, C. Gentili, G. Bertschy, R. Paradiso, and E.P. Scilingo, Wearable monitoring for mood recognition in bipolar disorder based on history-dependent long-term heart rate variability analysis,  IEEE Journal of Biomedical and Health Informatics, vol. 18, num. 5, pp. 1625-1635, 2014.

• 19. JN Taylor, G Valenza, R Barbieri. Measuring Complexity of Heart Rate Variability in Naïve Yoga Practitioners with Insomnia and PTSD. Journal of Alternative and Complementary Medicine, 2014 May; 20(5):A132 (abstract).

• 18. G. Valenza, L. Citi, E.P. Scilingo, R. Barbieri, Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics,  IEEE Transactions on Signal Processing, vol. 61, num. 11, pp. 2914-2926, 2013.

• 17. G. Valenza, A. Lanatà, and E.P. Scilingo, Improving  Emotion Recognition Systems by Embedding Cardiorespiratory Coupling,  Physiological Measurement, vol. 34, num. 4, pp. 449-464, 2013.

• 16. G. Valenza, C. Gentili, A. Lanatà, and E.P. Scilingo, Mood recognition in bipolar patients through the PSYCHE platform: preliminary evaluations and perspectives, Artificial Intelligence in Medicine, vol. 57, num. 1, pp. 49-58, 2013.

• 15. A. Lanatà, G. Valenza, and E.P. Scilingo, Eye Gaze Patterns in Emotional Pictures, Journal of Ambient Intelligence and Humanized Computing, vol. 4, num. 6, pp. 705-715, Springer, 2013.

• 14. G. Valenza, L. Citi, C. Gentili, A. Lanatà, E.P. Scilingo, R. Barbieri, Instantaneous Assessment of Depressive State in Bipolar Patients by Point-Process Nonlinear Models of Heartbeat Dynamics, Transactions of Japanese Society for Medical and Biological Engineering, vol. 51, 2013 (abstract).

• 13. G. Valenza, A. Lanatà, and E.P. Scilingo, Oscillation of Heart Rate and Respiration Synchronize During Affective Visual Elicitation,  IEEE Transactions on Information Technology in Biomedicine, vol. 16, num. 4, pp. 683-690, 2012.

• 12. G. Valenza, P. Allegrini, A. Lanatà, and E.P. Scilingo, Dominant Lyapunov Exponent and Approximate Entropy in Heart Rate Variability during Emotional Visual Elicitation, Frontiers in Neuroengineering, vol. 5, 2012. [pdf]

• 11. A. Lanatà, G. Valenza, and E.P. Scilingo, A Novel EDA Glove based on Textile Integrated Electrodes for Affective Computing, Medical & Biological Engineering & Computing, vol. 50, pp. 1163-1172, Springer, 2012.

• 10 G. Valenza, and A. Lanatà, and E.P. Scilingo, The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition, IEEE Transactions on Affective Computing, vol. 3, num. 2, pp. 237-249, 2012.

• 9. I. Cristea, G. Valenza, C. Gentili, A.S. Tatar, E.P. Scilingo, D. David, Cognitive and reappraisal and acceptance distinctively impact heart rate variability in social anxious individuals, International Journal of Psychophysiology, vol. 85, num. 3, pp. 339, 2012 (abstract).

• 8. S. Matu, I. Cristea, C. Cotet, G. Valenza, C. Gentili, E.P. Scilingo, D. David, Are social anxious individuals less empathetic? A psychophysiological investigation of facial mimicry for emotional expression, International Journal of Psychophysiology, vol. 85, num. 3, pp. 375-376, 2012 (abstract).

• 7. G. Valenza, G. Pioggia, M. Ferro, A. Armato, E.P. Scilingo, D. De Rossi, A neuron-astrocyte transistor-like model for neuromorphic dressed neurons, Neural Network, vol. 24, num. 7, pp. 679-685, 2011.

• 6. A. Lanatà, G. Valenza, and E.P. Scilingo, Robust Multiple Cardiac Arrhythmia detection through Bispectrum Analysis, Expert system with application, vol. 38, num. 6, pp 6798–6804, 2011.

• 5. U. Debarnot, E Castellani, G Valenza, L Sebastiani, A Guillot, Daytime naps improve motor imagery learning, Cognitive, Affective, and Behavioral Neuroscience, 2011, Springer.

• 4. A. Tognetti, E.P. Scilingo, G. Anania, N. Carbonaro, A. Lanatà, F. Lorussi, D. Mazzei, G. Valenza, D. De Rossi, Wearable Systems for Brain-body Reading and Mind Healing, Cybertherapy and Rehabilitation, issue 4(1), 2011.

• 3. U. Debarnot, G. Valenza, S. Champely, E.P. Scilingo, D. De Rossi, A. Guillot, "Motor imagery effectiveness for mirror reversed movements", Cognitive, Affective, and Behavioral Neuroscience, pp 1-10, 2010, Springer.

• 2.  E Nardini, G Valenza, C Mancuso, A Armato, A Lanatà, EP Scilingo, D De Rossi, Early Evaluation of the Connections between Autism and Alterations of Movements, Parkinsonism & Related Disorders, vol. 16, S22, 2010 (abstract).

• 1. A Lanatà, G Valenza and E.P Scilingo, “Electrodermal Responses through Textile Electrodes”, Research Journal on Textile and Apparel, vol. 14, n. 4, pp. 81-88, Nov. 2010.

International Proceedings:

• 153. Valenza, G., Alcaniz, M., Alfeo, A.L., Bianchi, M., Carli, V., Catrambone, V., Cimino, M.C., Dudnik, G., Duggento, A., Ferrante, M. and Gentili, C., October. The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence. In 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) (pp. 757-762). IEEE, 2023.

• 152. Garcia, C., Mora, P., Ortega, M., Ivorra, E., Valenza, G. and Alcañiz, M.L., October. Virtual Experience Toolkit: Enhancing 3D Scene Virtualization from Real Environments through Computer Vision and Deep Learning Techniques. In 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) (pp. 694-699). IEEE, 2023.

• 151. G Gagliardi; AL Alfeo, V Catrambone, MGCA Cimino, M De Vos, G Valenza, "Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks", 2023 11th International IEEE/EMBS Conference on Neural Engineering (NER), Baltimore, MD, USA, pp. 1-6, 2023.

• 150. V. Catrambone and G Valenza, "Towards the definition of Microstates of the Cortical Brain-Heart Axis", 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC), Sydney (Australia) 2023.

• 149. A Scarciglia, V Catrambone, C Bonanno,  G Valenza, "Characterization of Physiological Noise in Complex Cardiovascular Variability Series", 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC), Sydney (Australia) 2023.

• 148. V. Catrambone and G Valenza, "A Unified Framework for Investigating Aperiodic and Periodic Components in the Hearbeat Dynamics Spectrum: a Feasibility Study", 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC), Sydney (Australia) 2023.

• 147. A. Ghouse and G Valenza. "Inferring parsimonious coupling statistics in nonlinear dynamics with variational gaussian processes" International Conference on Complex Networks and Their Applications. Springer, Cham, 2023.

• 146. Y De Pra, V Catrambone, V van Wassenhove, G Valenza, M Bianchi, Toward the manipulation of time and space in extended reality: a preliminary study on multimodal Tau and Kappa illusions in the visual-tactile domain, 31st IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), 2022.

• 145. A Ghouse, D Candia-Rivera, G Valenza, "Multivariate Pattern Analysis of Entropy Estimates in Fast and Slow-Wave Functional Near Infrared Spectroscopy (fNIRS): A Preliminary Cognitive Stress Study," 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow (UK), 2022. [pdf]

• 144. D Candia-Rivera, V Catrambone, R Barbieri, G Valenza, "A New Framework for Modeling the Bidirectional Interplay between Brain Oscillations and Cardiac Sympathovagal Activity," 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow (UK), 2022 [pdf]

• 143. D Manzoni, V Catrambone, G Valenza, "Causal Symbolic Information Transfer for the Assessment of functional Brain-Heart Interplay through EEG Microstates Occurrences: a proof-of-concept study," 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow (UK), 2022

• 142. A Scarciglia, V Catrambone, C Bonanno, G Valenza, "Multiscale Partition-Based Kolmogorov-Sinai Entropy: A Preliminary HRV Study on Heart Failure vs. Atrial Fibrillation," 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow (UK), 2022

• 141. V Catrambone, E Patron, C Gentili, G Valenza, "Complexity Modulation in functional Brain-Heart Interplay series driven by Emotional Stimuli: an early study using Fuzzy Entropy," 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow (UK), 2022 [pdf]

• 140. A Scarciglia, V Catrambone, C Bonanno, G Valenza, "Quantifying partition-based Kolmogorov-Sinai Entropy on Heart Rate Variability: a young vs. elderly study," 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.[pdf]

• 139. AL Alfeo, V Catrambone, MGCA Cimino, G Vaglini, G Valenza, “Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture," 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.[pdf]

• 138. L Cavaliere, V Catrambone, M Bianchi, AP Rocha, G Valenza, "Characterization of upper limb movement-related EEG dynamics through fractional integrated autoregressive modeling," 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.[pdf]

• 137. S Ghiasi, C Dell'Acqua, S Messerotti Benvenuti, EP Scilingo, C Gentili, G Valenza, A Greco, "Classifying subclinical depression using EEG spectral and connectivity measures," 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.

• 136. A Sorriento, A Cafarelli, G Valenza, L Ricotti, "Ex-vivo quantitative ultrasound assessment of cartilage degeneration," 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.

• 135 M. Nardelli, U. Faraguna, G. Grandi, R. M. Bruno, E. P. Scilingo and G. Valenza, "Multichannel Complexity Index Analysis for Cardiovascular Dynamics associated with a Dream Recall," 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 134 M. Nardelli, L. Citi, R. Barbieri and G. Valenza, "Irregularity Analysis of Sympathetic and Parasympathetic Activity Indices from HRV: A Pilot Study on Postural Changes," 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 133 J. Marín-Morales, J. L. Higuera-Trujillo, C. Llinares, J. Guixeres, M. Alcañiz and G. Valenza, "Real vs. Immersive Virtual Emotional Museum Experience: a Heart Rate Variability Analysis during a Free Exploration Task," 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 132 D. Candia-Rivera, V. Catrambone and G. Valenza, "The Role of EEG Electrical Reference in the Assessment of Functional Brain-Heart Interplay: A Preliminary Study," 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2. [pdf]

• 131 V. Catrambone, M. Nardelli, U. Faraguna and G. Valenza, "Functional Directional Brain-Heart Interplay Correlates of Dreaming: a Pilot Study," 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 130 Ghiasi, S., Greco, A., Faes, L., Javorka, M., Barbieri, R., Scilingo, E. P., & Valenza, G., "Towards Disentangling the Contribution of Different Pathways for the Regulation of Cardiac Activity: A Pilot Study," 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 129 V. Catrambone, P. Abry, G. Valenza, H. Wendt, G. Didier and R. Barbieri, "Multiscale Eigen Analysis on EEG and Heartbeat Dynamics: a Pilot study," 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 128 A. Talebi, V. Catrambone, R. Barbieri and G. Valenza, Instantaneous Brain-to-Heart Functional Assessment using Inhomogeneous Point-process Models: a Proof of Concept Study, 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 127 V. Catrambone, S. M. Benvenuti, D. Palomba, C. Gentili and G. Valenza, Characterizing Functional Directional Brain-Heart Interplay in Subclinical Depression (Dysphoria): a Preliminary Study using EEG and HRV, 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 126 V. Catrambone, H. Wendt, R. Barbieri, P. Abry and G. Valenza, Wavelet-based Multifractal Analysis of Heartbeat Dynamics: Non-Gaussian Expansion vs. Cumulants, 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Pisa, Italy, 2020, pp. 1-2.

• 125 M. Nardelli, L. Citi, R. Barbieri and G. Valenza, "Intrinsic Complexity of Sympathetic and Parasympathetic Dynamics from HRV series: a Preliminary Study on Postural Changes," 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 2577-2580.

• 124 A. Talebi, V. Catrambone, R. Barbieri and G. Valenza, "An Inhomogeneous Point-process Model for the Assessment of the Brain-to-Heart Functional Interplay: a Pilot Study," 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 557-560.

• 123 V. Catrambone, H. Wendt, R. Barbieri, P. Abry and G. Valenza, "Quantifying Functional Links between Brain and Heartbeat Dynamics in the Multifractal Domain: a Preliminary Analysis," 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 561-564.

• 122. A Ghouse, M Nardelli, V Catrambone, G Valenza, Complexity Analysis on functional-Near Infrared Spectroscopy series during Cognitive Stress: a Preliminary Study on Mental Arithmetics, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020 [pdf]

• 121. D Candia-Rivera, V Catrambone, G Valenza, Methodological Considerations on EEG Electrical Reference: A Functional Brain-Heart Interplay Study, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020 [pdf]

• 120 G Valenza, F Faita, L Citi, J.P. Saul, RM Bruno, R Barbieri, Validation of Sympathetic Activity Index from Heart Rate Variability series: A Preliminary Muscle Sympathetic Nerve Activity Study, Proceedings of the Computing in Cardiology conference, Rimini (Italy), 2020.

• 119. G Valenza, A Duggento, L Passamonti, N Toschi, R Barbieri, Resting State Neural Correlates of Cardiac Sympathetic Dynamics in Healthy Subjects, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 118. V Catrambone, H Wendt, EP Scilingo, R Barbieri, P Abry, G Valenza, Heartbeat Dynamics Analysis under Cold-Pressure Test using Wavelet p-Leader Non-Gaussian Multiscale Expansions, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 117. D Hernando, M Nardelli, K Hocking, J Lázaro, B Alvis, E Gil, EP Scilingo, DR Brophy, G Valenza, P Laguna, C Brophy, R Bailon, Effect of yoga on pulse rate variability measured from a venous pressure waveform, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 116. A Schwarz, G Averta, JM. Veerbeek, A Luft, JPO. Held, G Valenza, A Bicchi, M Bianchi, A novel functional analysis-based approach to quantify upper limb impairment level in chronic stroke patients: a pilot study, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 115. M Nardelli, U Faraguna, G Grandi, RM Bruno, G Valenza, EP Scilingo, The Complexity of Dreams: a Multiscale Entropy Study on Cardiovascular Variability Series 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 114. S Ghiasi, G Valenza, MS Morelli, M Bianchi, EP Scilingo, A Greco, The Role of Haptic Stimuli on Affective Reading: a Pilot Study, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 113. S Ghiasi, A Greco, L Faes, M Javorka, EP Scilingo, G Valenza, Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept. 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 112. V Catrambone, G Valenza, EP Scilingo, N Vanello, H Wendt, R Barbieri, P Abry, Wavelet p-Leader Non-Gaussian Multiscale Expansions for EEG series: an exploratory study on Cold-Pressor Test, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019.

• 111. G Valenza, L Citi, PJ Saul, R Barbieri, ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study, Proceedings of the Computing in Cardiology conference, September 23-26, Maastricht (Netherlands), 2018.

• 110. S Ghiasi, A Greco, M Nardeli, V Catrambone, R Barbieri, EP Scilingo, G Valenza, Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressure Test, Proceedings of the Computing in Cardiology conference, September 23-26, Maastricht (Netherlands), 2018.

• 109. J Bolea, G Valenza, R Bailón, E Pueyo, R Barbieri, Inhomogeneous Heart Rate Variability Spectral Complexity: A Preliminary Evaluation With Gravitational Stimuli Under Selective Autonomic Blockade, Proceedings of the Computing in Cardiology conference, September 23-26, Maastricht (Netherlands), 2018.

• 108. M Nardelli, EP Scilingo, and G Valenza, Refined Generalized Multivariate Multiscale Fuzzy Entropy: a Preliminary Study on Multichannel Physiological Complexity during Postural Changes, 26th European Signal Processing Conference (EUSIPCO), 2018.

• 107. G Averta, F Angelini, A Bicchi, G Valenza, M Bianchi, On the Role of Postural Synergies for Grasp Force Generation and Upper Limb Motion Control, Proceedings of the 5rd International Conference on NeuroRehabilitation (ICNR2018), Pisa (Italy) October 16-20, 2018.

• 106. V Catrambone, A Greco, M Nardelli, S Ghiasi, N Vanello, EP Scilingo, G Valenza, A New Modelling Framework to Study Time-Varying Directional Brain-Heart Interactions: Preliminary Evaluations and Perspectives, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 105. G Valenza, L Citi, VB Wyller, R Barbieri, ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: An Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 104. V Catrambone, A Greco, G Averta, M Bianchi, A Bicchi, EP Scilingo, G Valenza, EEG Complexity Maps to Characterize Brain Dynamics During Upper Limb Motor Imagery, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 103. S Ghiasi, A Greco, M Nardelli, V Catrambone, R Barbieri, EP Scilingo, G Valenza, A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 102. V Catrambone, A Greco, G Averta, M Bianchi, N Vanello, A Bicchi, G Valenza, EP Scilingo, EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences Using Support Vector Machines, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 101. A Greco, D Spada, S Rossi, D Perani, G Valenza, EP Scilingo, EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 100. M Nardelli, A Greco, G Valenza, A Lanata, Raquel Bailon, EP Scilingo, A Multiclass Arousal Recognition Using HRV Nonlinear Analysis and Affective Images, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 99. A Lanata, M Nardelli, G Valenza, P Baragli, B D' Aniello, A Alterisio, A Scandurra, GR Semin, EP Scilingo, A Case for the Interspecies Transfer of Emotions: A Preliminary Investigation on How Humans Odors Modify Reactions of the Autonomic Nervous System in Horses, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 98. M Nardelli, A Lanata, G Valenza, M Sgorbini, P Baragli, EP Scilingo, Real-Time Evaluation of ECG Acquisition Systems through Signal Quality Assessment in Horses During Submaximal Treadmill Test, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Honolulu (Hawaii), USA, 2018.

• 97. A Greco, M Nardelli, M Bianchi, G Valenza, EP Scilingo. Recognition of Affective Haptic stimuli Conveyed by different Fabrics using EEG-based Sparse SVM, 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI), 2017.

• 96. A Greco, M Nardelli, A Lanata, MS Morelli, F Di Francesco, EP Scilingo, R Barbieri, and G Valenza. Instantaneous Assessment of Hedonic Olfactory Perception using Heartbeat Nonlinear Dynamics: A Preliminary Study, Computing in Cardiology, Rennes (France), 2017.

• 95. R Garcia, R Sclocco, A Gabriel, G Valenza, V Napadow, R Barbieri. Effects of Respiratory-Gated Auricular Vagal Nerve Stimulation (RAVANS) on Nonlinear Heartbeat Dynamics of Hypertensive Patients, Computing in Cardiology, Rennes (France), 2017.

• 94. C Gentili, S Messerotti Benvenuti, A Greco, G Valenza, EP Scilingo, D Palomba, "An HRV-multi-feature approach for assessing depressive symptoms in cardiosurgical patients” 57th Annual Meeting of the Society for Psychophysiological Research (SPR), October 11-15, Hofburg in Vienna, Austria, 2017.

• 93. C Gentili, S Messerotti Benvenuti, A Greco, G Valenza, EP Scilingo, D Palomba, An HRV-multi-feature approach for assessing depressive symptoms in cardiosurgical patients, 31st Conference of the EHPS: Innovative ideas in Health Psychology, 2017.

• 92. G Valenza, L Iozzia, L Cerina, L Mainardi, R Barbieri, Assessment of Instantaneous Cardiovascular Dynamics from Video Plethysmography, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 91. G Valenza, A Duggento, L Passamonti, S Diciotti, C Tessa, N Toschi, R Barbieri, Resting-state Brain Correlates of Cardiovascular Complexity, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 90. G Valenza, A Duggento, L Passamonti, S Diciotti, C Tessa, R Barbieri, N Toschi, Resting-State Brain Correlates of Instantaneous Autonomic Outflow, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 89. M Nardelli, L Del Piccolo, O Purnima Danzi, C Perlini, F Tedeschi, A Greco, EP Scilingo, G Valenza, Characterization of Doctor-Patient Communication Using Heartbeat Nonlinear Dynamics: A Preliminary Study Using Lagged Poincaré Plots, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 88. L Faes, A Greco, A Lanata', R Barbieri, EP Scilingo, G Valenza, Causal Brain-Heart Information Transfer During Visual Emotional Elicitation in Healthy Subjects: Preliminary Evaluations and Future Perspectives, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 87. G Valenza, A Greco, EP Scilingo, R Barbieri, Validation of Instantaneous Bispectral High-Frequency Power of Heartbeat Dynamics as a Marker of Cardiac Vagal Activity, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 86. G Valenza, H Wendt, K Kiyono, J Hayano, E Watanabe, Y Yamamoto, P Abry, R Barbieri, Multiscale Properties of Instantaneous Parasympathetic Activity in Severe Congestive Heart Failure: A Survivor vs Non-Survivor Study, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 85. A Greco, S Messerotti Benvenuti, C Gentili, D Palomba, G Valenza, EP Scilingo, Nonlinear Analysis of Heart Rate Variability for the Assessment of Dysphoria, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 84. A Lanata', A Guidi, A Greco, G Valenza, EP Scilingo, Monitoring Voluntary Blink Magnitude through a Wearable Eye-Tracking System: A Preliminary Study, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 83. A Lanata', A Guidi, P Baragli, G Valenza, EP Scilingo, The Role of Nonlinear Coupling in Human-Horse Interaction: A Preliminary Study, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 82. M Nardelli, A Greco, G Valenza, A Lanata', R Bailon, EP Scilingo A Novel Heart Rate Variability Analysis Using Lagged Poincaré Plot: A Study on Hedonic Visual Elicitation, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 81. A Duggento, L Passamonti, M Guerrisi, G Valenza, R Barbieri, N Toschi, Estimating Directed Brain-Brain and Brain-Heart Connectivity through Globally Conditioned Granger Causality Approaches, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 80. M Nardelli, A Greco, J Bolea, G Valenza, EP Scilingo, R Bailon, Investigation of Lagged Poincaré Plot Reliability in Ultra-Short Synthetic and Experimental Heart Rate Variability Series, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 79. A Guidi, A Greco, F Felici, A Leo, E Ricciardi, M Bianchi, A Bicchi, G Valenza, EP Scilingo, Muscle Fatigue Assessment through Electrodermal Activity Analysis During Isometric Contraction, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 78. X Li, R Poli, G Valenza, EP Scilingo, L Citi, Self-reported Well-being Score Modelling and Prediction: Proof-of-Concept of an Approach based on Linear Dynamic Systems, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 77. A Guidi, A Greco, F Felici, A Leo, E Ricciardi, M Bianchi, A Bicchi, G Valenza, EP Scilingo, Heart Rate Variability Analysis During Muscle Fatigue Due to Prolonged Isometric Contraction, Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Jeju Island, Korea, 2017.

• 76. N Toschi, G Valenza, L Citi, M Guerrisi, S Orsolini, C Tessa, S Diciotti, R Barbieri, Assessment of Instantaneous Heartbeat Dynamics in amnestic Mild Cognitive Impairment, proceedings of the European Medical and Biological Engineering Conference 2017.

• 75. G Valenza, L Iozzia, L Cerina, L Mainardi, R Barbieri, Preliminary Investigation of Instantaneous Cardiovascular Dynamics from Contactless video-Photoplethysmography, Proceedings of the 8th International Workshop on Biosignal Interpretation, Osaka (Japan), November 1st-3rd, 2016.

• 74. N Toschi, G Valenza, L Citi, M Guerrisi, S Orsolini, C Tessa, S Diciotti, R Barbieri, Assessment of cardiovascular oscillations in amnestic Mild Cognitive Impairment, Proceedings of the 8th International Workshop on Biosignal Interpretation, Osaka (Japan), November 1st-3rd, 2016.

• 73. M Bianchi, G Valenza, A Greco, M Nardelli, E Battaglia, A Bicchi, EP Scilingo, Towards a Novel Generation of Haptic and Robotic Interfaces: Integrating Affective Physiology in Human-Robot Interaction, 25th IEEE International Symposium on Robot and Human Interactive Communication, (RO-MAN) 2016.

• 72. M Nardelli, A Greco, M Bianchi, EP Scilingo, and G Valenza, On the Pleasantness of a Haptic Stimulation: How Different Textures can be Recognized through Heart Rate Variability Nonlinear Analysis, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 71. A Greco, G Valenza, EP Scilingo, Investigating Mechanical Properties of a Fabric-based Affective Haptic Display through Electrodermal Activity Analysis, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 70. G Valenza, L Citi, R Barbieri, Disentanglement of Sympathetic and Parasympathetic Activity by Instantaneous Analysis of Human Heartbeat Dynamics, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 69. G Valenza, A Greco, C Gentili, A Lanata', N Toschi, R Barbieri, L Sebastiani, D Menicucci, A Gemignani, EP Scilingo, Brain-Heart Linear and Nonlinear Dynamics during Visual Emotional Elicitation in Healthy Subjects, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 68. G Valenza, G Vannucci, D De Rossi, E Wanke, EP Scilingo, Stochastic Modeling of Spontaneous Bursting Activity to Simulate Neural Responses of in-vitro Networks on Multielectrode Arrays, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 67. G Valenza, A Romigi, L Citi, P Fabio, I Francesca, A Maria, EP Scilingo, MG Marciani, A Duggento, M Guerrisi, N Toschi, R Barbieri, Predicting Seizures in Untreated Temporal Lobe Epilepsy using Point-Process Nonlinear Models of Heartbeat Dynamics, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 66. MS Morelli, G Valenza, A Greco, A Giannoni, M Emdin, C Passino, EP Scilingo, N Vanello, Exploratory analysis of nonlinear coupling between EEG global field power and end-tidal carbon dioxide in free breathing and breath-hold tasks, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 65. A Lanata', A Guidi, A Greco, G Valenza, F Di Francesco, EP Scilingo, Quantitative Heartbeat Coupling Measures in Human-Horse Interaction, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 64. A Greco, G Valenza, EP Scilingo, Valence-dependent changes in Visual Arousing Elicitation: an Exploratory Study in EEG Gamma Oscillations, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 63. A Duggento, G Valenza, L Passamonti, M Guerrisi, R Barbieri, N Toschi, Reconstructing Multivariate Causal Structure between Functional Brain Networks through a Laguerre-Volterra based Granger Causality approach, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 62. A Greco, A Lanata', G Valenza, F Di Francesco, EP Scilingo, Gender-Specific Automatic Valence Recognition of Affective Olfactory Stimulation through the Analysis of the Electrodermal Activity, Engineering in Medicine and Biology Society (EMBC), 38th Annual International Conference of the IEEE, Orlando (FL), USA, 2016.

• 61. G. Valenza, A Greco, C. Gentili, A. Lanata, N. Toschi, R. Barbieri, L. Sebastiani, D. Menicucci, A. Gemignani, E.P. Scilingo, Maximal Information Coefficient to Estimate Brain-Heart Dynamics during Visual Emotional Elicitation. Proceedings of the International Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Lancaser (UK), 2016.

• 60. G. Valenza, L. Faes, L. Citi, M. Orini, R.. Barbieri, An Instantaneous Estimation of Transfer Entropy using Point-Process Models with Application to Cardio-Respiratory Dynamics. Proceedings of the International Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Lancaser (UK), 2016.

•  59. R. Barbieri, G Valenza, L. Citi, F. Placidi, F. Izzi, M. Albanese, M.G. Marciani, A. Duggento, M. Guerrisi,  A. Duggento, A. Romigi, N. Toschi, Assessment of Instantaneous Linear and Nonlinear Heartbeat Dynamics During Seizures in Untreated Temporal Lobe Epilepsy. Proceedings of the International Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), Lancaser (UK), 2016.

• 58. A. Duggento, G Valenza, L Passamonti, M Guerrisi, N Toschi, Estimating directed functional connectivity through autoregressive models and orthogonal Laguerre basis functions, ISMRM 24rd Annual meeting, 2016.

• 57. A. Duggento, G Valenza, L Passamonti, M Guerrisi, N Toschi, A Volterra-Wiener decomposition approach to estimating directed functional brain networks, ISMRM Italian Chapter Annual Meeting, 2016.

• 56. G. Valenza, A. Greco, A. Lanata, C. Gentili, D. Menicucci, L. Sebastiani, A. Gemignani, and EP Scilingo, Brain Dynamics During Emotion Elicitation in Healthy Subjects: an EEG Study, Proceedings of the AEIT International Annual Conference, Naples (Italy), 2015.

• 55. G. Valenza, L. Faes, L. Citi, M. Orini, R.. Barbieri, Instantaneous Transfer Entropy for the Study of Cardio-Respiratory Dynamics, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 54. G. Valenza, H. Wendt, K. Kiyono, J. Hayano, E. Watanabe, Y. Yamamoto, P. Abry, R. Barbieri, Point-Process High-Resolution Representations of Heartbeat Dynamics for Multiscale Analysis: a CHF Survivor Prediction Study, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 53. G. Valenza, A. Greco, M. Nardelli, M. Bianchi, A. Lanatà, S. Rossi, E.P. Scilingo, Electroencephalographic Spectral Correlates of Caress-like Affective Haptic Stimuli, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 52. M. Nardelli, G. Valenza, A. Greco, A. Lanata', E.P. Scilingo, Arousal Recognition System based on Heartbeat Dynamics During Auditory Elicitation, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 51. M. Nardelli, G. Valenza, M. Bianchi, A. Greco, A. Lanata, A. Bicchi, E.P. Scilingo, Gender-Specific Velocity Recognition of Caress-like stimuli through Nonlinear Analysis of Heart Rate Variability, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 50. A. Greco, G.  Valenza, M. Nardelli, M. Bianchi, A. Lanata' , E.P.  Scilingo, Electrodermal Activity Analysis during Affective Haptic Elicitation, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 49. A. Lanata, A. Greco, G.  Valenza, E.P.  Scilingo, On the Tridimensional Estimation of the Gaze Point by a Stereoscopic Wearable Eye Tracker, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 48. A. Lanata, A. Guidi, P. Baragli, R. Paradiso, G.  Valenza, E.P.  Scilingo, Removing Movement Artifacts from Equine ECG Recordings Acquired with Textile Electrodes, Engineering in Medicine and Biology Society (EMBC), 37th Annual International Conference of the IEEE, Milan (Italy), 2015.

• 47.G Valenza, M. Nardelli, G. Bertschy, C. Gentili, A. Lanata, EP Scilingo, Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics: a Preliminary Study, Computing in Cardiology, Nice (France), 2015.

• 46. G Valenza, F. Faita, L. Pratali, N. Vanello, A. Lanata, R. Barbieri, EP Scilingo, Changes in Instantaneous Complex Dynamics during Exercise in Chronic Mountain Sickness, Computing in Cardiology, Nice (France), 2015.

• 45. R. Barbieri, G Valenza, L. Citi, F. Placidi, F. Izzi, M. Albanese, M.G. Marciani, M. Guerrisi, A. Romigi, N. Toschi, Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy, Computing in Cardiology, Nice (France), 2015.

• 44. R. Garcia, G Valenza, C. Tomaz, R. Barbieri, Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression, Computing in Cardiology, Nice (France), 2015.

• 43. G Valenza, L Citi, EP Scilingo and R Barbieri, Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures, Computers in Cardiology, Cambridge (MA, USA), vol. 41, pp. 489-492, 2014. (Winner of a Mortara Fellowship).

• 42. DM Gonzalez-Otero, RG Garcia, G Valenza, LM Reyes, and R Barbieri, Point Process Heartbeat Dynamics Assessment of Neurocardiogenic Syncope in Children, Computers in Cardiology, Cambridge (MA, USA), vol. 41, pp. 77-80, 2014.

• 41. R Barbieri, G Valenza, L Citi, M Guerrisi, S Orsolini, C Tessa, S Diciotti and N Toschi, Lower Instantaneous Entropy of Heartbeat Dynamics Characterizes Cognitive Impairment in Parkinson's Disease, Computers in Cardiology, Cambridge (MA, USA), vol. 41, pp. 81-84, 2014.

• 40. G. Valenza, L. Citi, E.P. Scilingo, R. Barbieri, Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models, Engineering in Medicine and Biology Society (EMBC), 36th Annual International Conference of the IEEE, Chicago (USA), 2014.

• 39. G. Valenza, L. Citi, R. Barbieri, Assessment of Gait Nonlinear Dynamics by Inhomogeneous Point-Process Models, Engineering in Medicine and Biology Society (EMBC), 36th Annual International Conference of the IEEE, Chicago (USA), 2014.

• 38. G. Valenza, M. Nardelli, G. Bertschy, A. Lanata, R. Barbieri, E.P. Scilingo, Maximal-Radius Multiscale Entropy of Cardiovascular Variability: A Promising Biomarker of Pathological Mood States in Bipolar Disorders, Engineering in Medicine and Biology Society (EMBC), 36th Annual International Conference of the IEEE, Chicago (USA), 2014 (Invited).

• 37. G. Valenza, N. Vanello, M. Milanesi, E.P. Scilingo, L. Landini, Decoding Underlying Brain Activities in Time and Frequency Domains through Complex Independent Component Analysis of EEG Signals, Engineering in Medicine and Biology Society (EMBC), 36th Annual International Conference of the IEEE, Chicago (USA), 2014.

• 36. G. Valenza, M. Orini, L. Citi, A. Minchole, E. Pueyo, P. Laguna, and R.Barbieri, Assessing Real-Time RR-QT Frequency-Domain Measures of Coupling and Causality through Inhomogeneous Point-Process Bivariate Models, Engineering in Medicine and Biology Society (EMBC), 36th Annual International Conference of the IEEE, Chicago (USA), 2014.

• 35. A. Greco, A. Lanata, G. Valenza, E.P. Scilingo, L. Citi, Electrodermal Activity Processing: a Convex Optimization Approach, Engineering in Medicine and Biology Society (EMBC), 36th Annual International Conference of the IEEE, Chicago (USA), 2014.

• 34. M. Nardelli, G. Valenza, C. Gentili, A. Lanata, EP. Scilingo, Temporal Trends of Neuro-Autonomic Complexity During Severe Episodes of Bipolar Disorders, Engineering in Medicine and Biology Society (EMBC), 36th Annual International Conference of the IEEE, Chicago (USA), 2014.

• 33. G. Valenza, M. Orini, L. Citi, A. Minchole, E. Pueyo, P. Laguna, and R.Barbieri, Assessing Instantaneous QT Variability dynamics within a Point-Process Nonlinear Framework, Proceedings of the International Conference of the European Study Group on Cardiovascular Oscillations, Trento (Italy), 2014.

• 32. G. Valenza, L. Citi, E.P. Scilingo, and R. Barbieri. Defining an Instantaneous Complexity Measure for Heartbeat Dynamics: the Inhomogeneous Point-process Entropy, Proceedings of the International Conference of the European Study Group on Cardiovascular Oscillations, Trento (Italy), 2014.

• 31. G. Valenza, M. Nardelli, G. Bertschy, A. Lanata, and E.P. Scilingo, Complexity Modulation in Heart Rate Variability during Pathological Mental States of Bipolar Disorders, Proceedings of the International Conference of the European Study Group on Cardiovascular Oscillations, Trento (Italy), 2014.

• 30. M. Nardelli, G. Valenza, I.A. Cristea, C. Gentili, C. Cotet, D. David, A. Lanata, and E.P. Scilingo, Characterization of Behavioral Activation in Non-Pathological Subjects through Heart Rate Variability Monovariate and Multivariate Multiscale Entropy Analysis, Proceedings of the International Conference of the European Study Group on Cardiovascular Oscillations, Trento (Italy), 2014.

• 29. A. Lanata, A. Greco, G. Valenza, E.P. Scilingo. A Pattern Recognition Approach based on Electrodermal Response for Pathological Mood Identification in Bipolar Disorders, 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence (Italy), May 4-9, 2014.

• 28. M. Bianchi, G. Valenza, A. Serio, A. Lanatà, A. Greco, M. Nardelli, E.P. Scilingo, A. Bicchi, Design and Preliminary Affective Characterization of a Novel Fabric-based Tactile Display, IEEE Haptics Symposium, Houston, Texas (USA), 2014.

• 27. G. Valenza, L. Citi, R. Barbieri, Instantaneous Nonlinear Assessment of Complex Cardiovascular Dynamics by Laguerre-Volterra Point Process Models, Engineering in Medicine and Biology Society (EMBC), 35th Annual International Conference of the IEEE, Osaka (Japan), p. 6131-6134, 2013, IEEE.

• 26. G. Valenza, L. Citi, A. Lanatà, E.P. Scilingo, R. Barbieri, A Nonlinear Heartbeat Dynamics Model Approach for Personalized Emotion Recognition, Engineering in Medicine and Biology Society (EMBC), 35th Annual International Conference of the IEEE, Osaka (Japan), p. 2579-2582, 2013, IEEE.

•  25. G. Valenza, L. Tedesco, A. Lanatà, D. De Rossi, E.P. Scilingo, Novel Spiking Neuron-Astrocyte Networks Based on Nonlinear Transistor-Like Models of Tripartite Synapses, Engineering in Medicine and Biology Society (EMBC), 35th Annual International Conference of the IEEE, Osaka (Japan), p. 6559-6562, 2013, IEEE.

•  24. A. Greco, M.C. Carboncini, A. Virgillito, A. Lanatà, G. Valenza, E.P. Scilingo, Quantitative EEG Analysis in Minimally Conscious State Patients During Postural Changes, Engineering in Medicine and Biology Society (EMBC), 35th Annual International Conference of the IEEE, p. 6313-6316, 2013.

•  23. R. Barbieri, L. Citi, G. Valenza, M. Guerrisi, S. Orsolini, C. Tessa, S. Diciotti, N. Toschi Increased instability of heartbeat dynamics in Parkinson's disease, Computers in Cardiology, Zaragoza (Spain), vol. 40, 2013.

• 22. G. Valenza, L. Citi, E.P. Scilingo, R. Barbieri, Instantaneous Bispectral Characterization of the Autonomic Nervous System through a Point-Process Nonlinear Model, World Congress on Medical Physics and Biomedical Engineering, Beijing, China, May 21-31, 2012.

• 21. G. Valenza, L. Citi, E.P. Scilingo, R. Barbieri, Using Laguerre expansion within point-process models of heartbeat dynamics: a comparative study, proceeding of the international IEEE Engineering in Medicine and Biology Conference, San Diego (CA), USA, 2012.

• 20. L. Citi, G. Valenza, R. Barbieri, Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents, proceeding of the international IEEE Engineering in Medicine and Biology Conference, San Diego (CA), USA, 2012.

• 19. L. Citi, G. Valenza, P.L. Purdon, E.N. Brown, R. Barbieri, Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent, Proceedings of the International IEEE Engineering in Medicine and Biology Conference, San Diego (CA), USA, 2012.

• 18. A. Greco, A. Lanatà, G. Valenza, G. Rota, N. Vanello, E.P. Scilingo, On the deconvolution analysis of the elctrodermal response in bipolar patients, Proceedings of the International IEEE Engineering in Medicine and Biology Conference, San Diego (CA), USA, 2012.

• 17. N. Vanello, A. Guidi, C. Gentili, S. Werner, G. Bertschy, G. Valenza, A. Lanatà, E.P. Scilingo, Speech analysis for mood state characterization in bipolar patients, Proceedings of the International IEEE Engineering in Medicine and Biology Conference, San Diego (CA), USA, 2012.

• 16. G. Valenza, L. Citi, C. Gentili, A. Lanatà, M. Mauri, E.P. Scilingo, R. Barbieri, A point-process nonlinear model approach for autonomic assessment of depressive states in bipolar patients, Proceeding of the 7^th International workshop on biosignal interpretation, Como, Italy, 2012.

• 15. M. Orini, G. Valenza, L. Citi, R. Barbieri, Tetravariate point-process model for the continuous characterization of cardiovascular-respiratory dynamics during passive postural changes, Computing in Cardiology, 2012.

• 14. G. Valenza, M.C. Carboncini, A. Virgillito, I. Creatini, L. Bonfiglio, B. Rossi, A. Lanatà and E.P. Scilingo, EEG complexity drug-induced changes in Disorders of Consciousness: a preliminary report, IEEE EMBC 2011.

• 13. A Lanatà, A Armato, G Valenza and EP Scilingo, Eye tracking and Pupil dilation variation as response to affective stimuli: A Preliminary Study. Proc. Pervasive Health 2011

• 12. G Valenza, A Lanatà, EP Scilingo and D De Rossi, “Towards a Smart Glove: Arousal Recognition based on Textile Electrodermal Response”, IEEE EMBC 2010.

• 11. Pioggia, G. and Tartarisco, G. and Valenza, G. and Ricci, G. and Volpi, L. and Siciliano, G. and Bonfiglio, S., A pervasive activity management and rehabilitation support system for the elderly, 8th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), 2010, p. 813-816.

• 10. A. Lanatà, G Piccolo, G Valenza and E.P Scilingo, Cardiopulmonary Monitoring System based on a Single Sensing Device, 7^th International Conference on Wearable Micro and Nano Technologies for Personalized Health (pHealth), Berlin, Germany, 26-28 May 2010.

• 9. A. Lanatà, C. Mancuso, G.Valenza and E. P. Scilingo, Autonomic nervous system activity evaluation using heart rate variability and pulse transit time by a wearable system, 7th International Congress on Wearable Micro and Nano Technologies for Personalized Health (pHealth), Berlin, Germany, May 26-28, 2010.

• 8. A. Lanatà, G. Valenza, and E.P. Scilingo, “The contribution of the phase spectrum in automatic multiple cardiac arrhythmias recognition in wearable systems”, proc. of ISABEL 2010.

• 7. G. Valenza, A. Lanatà, A. Armato, E.P. Scilingo, Advanced methods for robust multiple arrhythmia recognition: a high order spectrum study, Proceeding of the 2^nd Italian Congress of Bioengineering, Torino, 2010.

• 6. A. Armato, E.S. Maini, G. Valenza, A. Lanatà, E.P. Scilingo, D. De Rossi, HATCAM: a wearable gaze tracking device for ecological investigation of social interaction in autistic spectrum disorder, Proceeding of the 2^nd Italian Congress of Bioengineering, Torino, 2010.

• 5. A.Armato, E. Nardini, A. Lanatà, G. Valenza, C. Mancuso, E.P. Scilingo, D. De Rossi, An FPGA based arrhythmia recognition system for possible wearable applications, 9^th International Conference on Intelligent System Design and Application, 30 Nov-2 Dec 2009, Pisa, Italy.

• 4. G. Valenza, E.P. Scilingo, N. Sgambelluri, A. Lanatà, D. De Rossi, Wireless tactile feedback using magnetorheological fluid in minimally invasive surgery, Proceeding of the 1^st Italian Congress of Bioengineering, Pisa, 2008.

• 3. A. Armato, G. Valenza, G. Pioggia, FPGA Cortical neuron for neuromorphic evolvable hardware, Proceeding of the 1^st Italian Congress of Bioengineering, Pisa, 2008.

• 2. G Valenza, A Lanatà, M Ferro, EP Scilingo, Real-Time Discrimination of Multiple Cardiac Arrhythmias for Wearable Systems Based on Neural Networks, Computer in Cardiology 2008, Bologna, Italy.

• 1. Sgambelluri, N. and Valenza, G. and Ferro, M. and Pioggia, G. and Scilingo, E.P. and De Rossi, D. and Bicchi, A., An Artificial Neural Network approach for Haptic Discrimination in Minimally Invasive Surgery, The 16th IEEE International Symposium on Robot and Human interactive Communication, 2007. RO-MAN 2007, p. 25—30.