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List of works by Daniele Marinazzo

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3.

scientific article

A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data

scientific article

A model study for causal relationships between voltage and calcium dynamics

scientific article

Abstracts of Presentations at the International Conference on Basic and Clinical Multimodal Imaging (BaCI), a Joint Conference of the International Society for Neuroimaging in Psychiatry (ISNIP), the International Society for Functional Source [...]

scientific article published on 24 December 2013

Accelerated HF-rTMS Protocol has a Rate-Dependent Effect on dACC Activation in Alcohol-Dependent Patients: An Open-Label Feasibility Study

scientific article published on January 2016

Accelerated HF-rTMS in treatment-resistant unipolar depression: Insights from subgenual anterior cingulate functional connectivity

scientific article published on 21 January 2014

Advancing functional connectivity research from association to causation

scientific article published on 14 October 2019

Altered processing of sensory stimuli in patients with migraine

scientific article published on 18 February 2014

An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram

scientific article published on 17 May 2016

Assessing cortical excitability with electroencephalography: A pilot study with EEG-iTBS

scientific article published in March 2024

Auditory driven gamma synchrony is associated with cortical thickness in widespread cortical areas

scientific article published in 2022

Being in the zone: Using behavioral and EEG recordings for the indirect assessment of flow

Being in the zone: Using behavioral and EEG recordings for the indirect assessment of flow

Brain networks under attack: robustness properties and the impact of lesions

scientific article published on 6 August 2016

Brain simulation as a cloud service: The Virtual Brain on EBRAINS

scientific article published in May 2022

COMT Val(158)Met genotypes differentially influence subgenual cingulate functional connectivity in healthy females

scientific article

Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention

scientific article published on 4 June 2015

Cognitive modelling of concepts in the mental lexicon with multilayer networks: Insights, advancements, and future challenges

scientific article published on 4 March 2024

Complete hemispherotomy leads to lateralized functional organization and lower level of consciousness in the isolated hemisphere

scientific article published on 24 September 2020

Connectome preprocessing by Consensus Clustering increases separability in group neuroimaging studies

Connectome sorting by consensus clustering increases separability in group neuroimaging studies

scientific article published on 01 February 2019

Consensus clustering approach to group brain connectivity matrices.

scientific article published in October 2017

Controversies in EEG Source Imaging and Connectivity: Modeling, Validation, Benchmarking

scientific article published on 23 April 2019

Critical Comments on EEG Sensor Space Dynamical Connectivity Analysis.

scientific article published on 30 November 2016

Deletion of autism risk gene Shank3 disrupts prefrontal connectivity

article

Directed information transfer in scalp electroencephalographic recordings: insights on disorders of consciousness

scientific article published on 8 January 2014

Disambiguating the role of blood flow and global signal with Partial Information Decomposition

Disambiguating the role of blood flow and global signal with partial information decomposition

scientific article published on 14 March 2020

Disentangling high-order effects in the transfer entropy

scientific article published on 9 July 2024

Dynamic Causal Modelling of the Reduced Habituation to Painful Stimuli in Migraine: An EEG Study

scientific article published on 07 October 2020

Dynamic causal modelling of fluctuating connectivity in resting-state EEG

Dynamic causal modelling of fluctuating connectivity in resting-state EEG

Dynamic causal modelling of seizure activity in a rat model

scientific article

Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex

scientific article published in December 2022

Editorial for the research topic: information-based methods for neuroimaging: analyzing structure, function and dynamics

scientific article published on 19 December 2014

Effect of head volume conduction on directed connectivity estimated between reconstructed EEG sources

article

Effective connectivity and cortical information flow under visual stimulation in migraine with aura

scholarly article published June 2013

Effective connectivity modulations related to win and loss outcomes

scientific article published on 17 November 2019

Effects of levetiracetam vs topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine

scientific article published on 20 August 2007

Electrophysiological Brain Connectivity: Theory and Implementation

scientific article published on 07 May 2019

Enhanced prefrontal functional–structural networks to support postural control deficits after traumatic brain injury in a pediatric population.

scientific article published in June 2017

Estimating Directed Connectivity from Cortical Recordings and Reconstructed Sources.

scientific article published on 9 September 2015

Estimating the decomposition of predictive information in multivariate systems.

scientific article

Evolutionary dynamics of group formation

scientific article

Expanding the transfer entropy to identify information subgraphs in complex systems ⬇️

scientific article published on January 1, 2012

Functional Connectivity Density and Balance in Young Patients with Traumatic Axonal Injury

scientific article

Functional Connectivity of EEG Signals Under Laser Stimulation in Migraine

scientific article published on 24 November 2015

Functional and effective connectivity in EEG alpha and beta bands during intermittent flash stimulation in migraine with and without aura

scientific article published on 25 February 2013

Functional brain connectivity from EEG in epilepsy: seizure prediction and epileptogenic focus localization

scientific article published on 08 July 2014

Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity

article

Hypo- and hyper-connectivity in default mode network related to social impairment in tweens with autism spectrum disorder

scholarly article published 20 May 2016

Hypo- and hyper-connectivity in default mode network related to social impairment in tweens with autism spectrum disorder

Identification of redundant and synergetic circuits in triplets of electrophysiological data

scientific article

Information Flow Between Resting-State Networks

scientific article

Information decomposition of multichannel EMG to map functional interactions in the distributed motor system

scientific article published on 09 August 2019

Information dynamics in cardiorespiratory analyses: application to controlled breathing

scientific article published in January 2014

Information flow in networks and the law of diminishing marginal returns: evidence from modeling and human electroencephalographic recordings

scientific article

Information transfer and criticality in the Ising model on the human connectome

scientific article

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood

scientific article published on 23 March 2015

Investigating dynamical information transfer in the brain following a TMS pulse: Insights from structural architecture

scientific article published in August 2015

Ising model with conserved magnetization on the human connectome: Implications on the relation structure-function in wakefulness and anesthesia. ⬇️

scientific article published on April 2017

Kernel Granger causality mapping effective connectivity on FMRI data

scientific article published on 25 August 2009

Kernel method for nonlinear granger causality

scientific article published on 11 April 2008

Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer.

scientific article published on 12 May 2014

Lagged and instantaneous dynamical influences related to brain structural connectivity ⬇️

scientific article published on 21 July 2015

Left and right amygdala - mediofrontal cortical functional connectivity is differentially modulated by harm avoidance

scientific article (publication date: 2014)

Mapping the functional connectome traits of levels of consciousness

scientific article published on 13 January 2017

Mapping the voxel-wise effective connectome in resting state FMRI

scientific article

Migraine and functional connectivity: an innovative pathophysiological perspective

scientific article published on December 2015

Modeling Brain Dynamics in Brain Tumor Patients Using the Virtual Brain.

scientific article published in May 2018

Modeling brain dynamics after tumor resection using The Virtual Brain

scientific article published on 16 March 2020

Modeling brain dynamics in brain tumor patients using The Virtual Brain

Modulation of the spontaneous hemodynamic response function across levels of consciousness

Modulation of the spontaneous hemodynamic response function across levels of consciousness

scientific article published on 05 July 2019

MuTE: a MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy

scientific article

Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns.

scientific article published on 11 October 2017

Multiscale Granger causality.

scientific article published on 25 October 2017

Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress

scientific article published on 24 May 2019

Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes

Multiscale analysis of information dynamics for linear multivariate processes.

scientific article published in August 2016

Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series

scientific article published on 22 October 2007

Multiscale causal connectivity analysis by canonical correlation: theory and application to epileptic brain

scientific article

Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality.

scientific article published on 21 August 2015

Nonlinear connectivity by Granger causality

scientific article

Nonlinear parametric model for Granger causality of time series

scientific article published on 20 June 2006

On the interpretability and computational reliability of frequency-domain Granger causality.

scientific article published on 20 September 2017

Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner.

scientific article published on 6 January 2018

Point-Process Deconvolution of fMRI BOLD Signal Reveals Effective Connectivity Alterations in Chronic Pain Patients

scientific article published on 4 October 2014

Posterior cingulate cortex-related co-activation patterns: a resting state FMRI study in propofol-induced loss of consciousness

scientific article

Predictability decomposition detects the impairment of brain-heart dynamical networks during sleep disorders and their recovery with treatment

scientific article published on May 2016

Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data

Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data

scientific article published in PLoS ONE

Quantifying the Effect of Demixing Approaches on Directed Connectivity Estimated Between Reconstructed EEG Sources

article

Radial basis function approach to nonlinear Granger causality of time series

scientific article published on 23 November 2004

Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality

scientific article published on 15 May 2013

Resting-State Functional Connectivity of the Sensorimotor Network in Individuals with Nonspecific Low Back Pain and the Association with the Sit-to-Stand-to-Sit Task

scientific article published on 5 February 2015

Retrieving the Hemodynamic Response Function in resting state fMRI: Methodology and application

scientific article published on August 2015

Retrieving the Hemodynamic Response Function in resting state fMRI: methodology and applications

article published in 2015

Retrieving the Hemodynamic Response Function in resting state fMRI: methodology and applications

Sensitivity of the resting-state haemodynamic response function estimation to autonomic nervous system fluctuations

scientific article

Small-world directed networks in the human brain: multivariate Granger causality analysis of resting-state fMRI.

scientific article published on 10 November 2010

Structural constraints to information flow within cortical circuits: a TMS/EEG-dMRI study

Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI. ⬇️

scientific article published on 28 April 2016

Synergistic Information Transfer in the Global System of Financial Markets

scientific article published on 08 September 2020

The Impact of Accelerated HF-rTMS on the Subgenual Anterior Cingulate Cortex in Refractory Unipolar Major Depression: Insights From 18FDG PET Brain Imaging

scientific article

The Touch and Zap method for in vivo whole-cell patch recording of intrinsic and visual responses of cortical neurons and glial cells

scientific article

The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI

scientific article published on 06 December 2019

The effect of painful laser stimuli on EEG gamma-band activity in migraine patients and healthy controls

scientific article published on 15 May 2020

The influence of nociceptive and neuropathic pain states on the processing of acute electrical nociceptive stimulation: A dynamic causal modeling study

scientific article published on 14 February 2020

The interplay between emotion regulation, emotional well-being, and cognitive functioning in brain tumor patients and their caregivers: An exploratory study

scientific article published on 15 August 2019

Tracking Dynamic Interactions Between Structural and Functional Connectivity: A TMS/EEG-dMRI Study

scientific article published on 16 January 2017

Tracking slow modulations in synaptic gain using dynamic causal modelling: validation in epilepsy

scientific article

Vagus Nerve Stimulation Applied with a Rapid Cycle Has More Profound Influence on Hippocampal Electrophysiology Than a Standard Cycle

scientific article published on 21 April 2016

Variability and reliability of effective connectivity within the core default mode network: A longitudinal spectral DCM study

Variability and reliability of effective connectivity within the core default mode network: A multi-site longitudinal spectral DCM study

Visibility graphs for fMRI data: Multiplex temporal graphs and their modulations across resting-state networks.

scientific article published in October 2017

Visually evoked phase synchronization changes of alpha rhythm in migraine: correlations with clinical features

scientific article published on 14 April 2005

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