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List of works by Gaetano Valenza

A Novel Algorithm for Movement Artifact Removal in ECG Signals Acquired from Wearable Systems Applied to Horses

scientific article published on 20 October 2015

A Parsimonious Granger Causality Formulation for Capturing Arbitrarily Long Multivariate Associations

scientific article published on 26 June 2019

A neuron-astrocyte transistor-like model for neuromorphic dressed neurons

scientific article published on 15 March 2011

A nonlinear heartbeat dynamics model approach for personalized emotion recognition

scientific article published in January 2013

A novel EDA glove based on textile-integrated electrodes for affective computing ⬇️

scientific article published on June 19, 2012

Advanced technology meets mental health: how smartphones, textile electronics, and signal processing can serve mental health monitoring, diagnosis, and treatment

scientific article published on May 2014

Arousal recognition system based on heartbeat dynamics during auditory elicitation

scientific article

Assessing Complexity in Physiological Systems through Biomedical Signals Analysis

scientific article published on 09 September 2020

Assessing real-time RR-QT frequency-domain measures of coupling and causality through inhomogeneous point-process bivariate models.

scientific article published on January 2014

Assessment of gait nonlinear dynamics by inhomogeneous point-process models.

scientific article published on January 2014

Autonomic effects of cognitive reappraisal and acceptance in social anxiety: evidence for common and distinct pathways for parasympathetic reactivity

scientific article published on 16 September 2014

Brain Dynamics Induced by Pleasant/Unpleasant Tactile Stimuli Conveyed by Different Fabrics

scientific article published on 16 January 2019

Characterization of behavioral activation in non-pathological subjects through Heart Rate Variability monovariate and multivariate multiscale entropy analysis

Characterization of depressive States in bipolar patients using wearable textile technology and instantaneous heart rate variability assessment.

scientific article

Characterizing psychological dimensions in non-pathological subjects through autonomic nervous system dynamics.

scientific article published on 25 March 2015

Combining electroencephalographic activity and instantaneous heart rate for assessing brain-heart dynamics during visual emotional elicitation in healthy subjects

scientific article published on May 2016

Complexity index from a personalized wearable monitoring system for assessing remission in mental health.

scientific article

Daytime naps improve motor imagery learning

scientific article published in December 2011

Decoding underlying brain activities in time and frequency domains through complex independent component analysis of EEG signals

scientific article published on January 2014

Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation

scientific article published on 29 February 2012

EEG complexity drug-induced changes in disorders of consciousness: a preliminary report

scientific article published in January 2011

Electrodermal activity analysis during affective haptic elicitation.

scientific article published in August 2015

Electrodermal activity in bipolar patients during affective elicitation

scientific article published in November 2014

Electrodermal activity processing: a convex optimization approach

scientific article published on January 2014

Electroencephalographic spectral correlates of caress-like affective haptic stimuli

scientific article published in August 2015

Estimation of instantaneous complex dynamics through Lyapunov exponents: a study on heartbeat dynamics

scientific article

Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability

scientific article published in August 2015

Improving emotion recognition systems by embedding cardiorespiratory coupling ⬇️

scientific article published on March 22, 2013

Inhomogeneous Point-Processes to Instantaneously Assess Affective Haptic Perception through Heartbeat Dynamics Information

scientific article published on 30 June 2016

Inhomogeneous point-process entropy: an instantaneous measure of complexity in discrete systems

scientific article published on 9 May 2014

Instantaneous bispectral analysis of heartbeat dynamics for the assessment of major depression

Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents

scientific article published in January 2012

Instantaneous nonlinear assessment of complex cardiovascular dynamics by Laguerre-Volterra point process models

scientific article published in January 2013

Instantaneous transfer entropy for the study of cardio-respiratory dynamics.

scientific article published on August 2015

Lateralization of directional brain-heart information transfer during visual emotional elicitation

scientific article published on 01 May 2019

Maximal-radius multiscale entropy of cardiovascular variability: a promising biomarker of pathological mood states in bipolar disorders

scientific article

Measures of Sympathetic and Parasympathetic Autonomic Outflow from Heartbeat Dynamics.

scientific article published on 15 February 2018

Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent

scientific article published in January 2012

Mood recognition in bipolar patients through the PSYCHE platform: preliminary evaluations and perspectives

scientific article published on 16 January 2013

Mortality Prediction in Severe Congestive Heart Failure Patients with Multifractal Point-Process Modeling of Heartbeat Dynamics

scientific article published on 23 January 2018

Motor imagery effectiveness for mirror reversed movements

scientific article published in March 2011

Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics

scientific article published on 13 March 2015

Novel Spiking Neuron-Astrocyte Networks based on nonlinear transistor-like models of tripartite synapses

scientific article

On the deconvolution analysis of electrodermal activity in bipolar patients

scientific article published in January 2012

On the tridimensional estimation of the gaze point by a stereoscopic wearable eye tracker

scientific article published in August 2015

Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation ⬇️

scientific article published on May 3, 2012

Perspective: It's All About Time

scientific article published on 12 May 2017

Point-process high-resolution representations of heartbeat dynamics for multiscale analysis: A CHF survivor prediction study

scientific article published on August 2015

Point-process nonlinear autonomic assessment of depressive states in bipolar patients.

scientific article published on 27 June 2014

Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics

scientific article published on 20 April 2016

Quantitative EEG analysis in minimally conscious state patients during postural changes

scientific article published in January 2013

Relationship between cardiac vagal activity and mood congruent memory bias in major depression.

scientific article

Reliability of Lagged Poincaré Plot parameters in ultra-short Heart Rate Variability series: Application on Affective Sounds.

scientific article published on 18 April 2017

Removing movement artifacts from equine ECG recordings acquired with textile electrodes.

scientific article published in August 2015

Revealing real-time emotional responses: a personalized assessment based on heartbeat dynamics

scientific article

Speech analysis for mood state characterization in bipolar patients.

scientific article published in January 2012

Temporal trends of neuro-autonomic complexity during severe episodes of bipolar disorders.

scientific article

The heart side of brain neuromodulation.

scientific article published on May 2016

Towards a smart glove: arousal recognition based on textile Electrodermal Response

scientific article published in January 2010

Tracking instantaneous entropy in heartbeat dynamics through inhomogeneous point-process nonlinear models

scientific article published in January 2014

Uncovering brain-heart information through advanced signal and image processing.

scientific article published on May 2016

Uncovering complex central autonomic networks at rest: a functional magnetic resonance imaging study on complex cardiovascular oscillations

scientific article published on 18 March 2020

Using Laguerre expansion within point-process models of heartbeat dynamics: a comparative study

scientific article published in January 2012

Wearable monitoring for mood recognition in bipolar disorder based on history-dependent long-term heart rate variability analysis

scientific article published on 11 November 2013

cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing

scientific article

fNIRS Complexity Analysis for the Assessment of Motor Imagery and Mental Arithmetic Tasks

scientific article published on 11 July 2020

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