Framework to study dynamic dependencies in networks of interacting processes (Q34501749)

2 August 2017

title

Framework to study dynamic dependencies in networks of interacting processes (English)

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2 August 2017

Anders Ledberg

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Daniel Chicharro

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2 August 2017

language of work or name

English

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publication date

3 October 2012

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2 August 2017

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2 August 2017

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2 August 2017

issue

4 Pt 1

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2 August 2017

page(s)

041901

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Investigating Causal Relations by Econometric Models and Cross-spectral Methods

2 August 2017

cites work

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Measuring Information Transfer

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Effective connectivity: influence, causality and biophysical modeling

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Nonlinear multivariate analysis of neurophysiological signals

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Linear and nonlinear causality between signals: methods, examples and neurophysiological applications

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Wiener-Granger causality: a well established methodology

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Evaluating information transfer between auditory cortical neurons

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Statistical assessment of nonlinear causality: application to epileptic EEG signals

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Transfer entropy--a model-free measure of effective connectivity for the neurosciences

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Mapping directed influence over the brain using Granger causality and fMRI.

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Network structure of cerebral cortex shapes functional connectivity on multiple time scales

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Causal modelling and brain connectivity in functional magnetic resonance imaging

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

When two become one: the limits of causality analysis of brain dynamics

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Always returning: feedback and sensory processing in visual cortex and thalamus

21 January 2018

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A measure for brain complexity: relating functional segregation and integration in the nervous system

21 January 2018

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Information Theoretical Analysis of Multivariate Correlation

21 January 2018

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Kernel method for nonlinear granger causality.

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Radial basis function approach to nonlinear Granger causality of time series

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables

21 January 2018

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https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

A graphical approach for evaluating effective connectivity in neural systems

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Mitigating the effects of measurement noise on Granger causality

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Effect of hemodynamic variability on Granger causality analysis of fMRI.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Behaviour of Granger causality under filtering: theoretical invariance and practical application

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

On the spectral formulation of Granger causality

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Local information transfer as a spatiotemporal filter for complex systems

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Dynamic causal modeling and Granger causality Comments on: the identification of interacting networks in the brain using fMRI: model selection, causality and deconvolution

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Sensory neural codes using multiplexed temporal scales

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Partial Granger causality--eliminating exogenous inputs and latent variables.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Uncovering interactions in the frequency domain.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Top-down control of human visual cortex by frontal and parietal cortex in anticipatory visual spatial attention

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Directed Interactions Between Auditory and Superior Temporal Cortices and their Role in Sensory Integration

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Complex network measures of brain connectivity: uses and interpretations

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Complex brain networks: graph theoretical analysis of structural and functional systems

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Connectivity and complexity: the relationship between neuroanatomy and brain dynamics

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Can structure predict function in the human brain?

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Model-free reconstruction of excitatory neuronal connectivity from calcium imaging signals

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Measures of degeneracy and redundancy in biological networks

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Causal density and integrated information as measures of conscious level

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Theories and measures of consciousness: an extended framework

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Exploring brain function from anatomical connectivity

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Measuring autonomy and emergence via Granger causality

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Information modification and particle collisions in distributed computation

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Information dynamics in small-world Boolean networks.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Correcting for the sampling bias problem in spike train information measures

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Cortical functional network organization from autoregressive modeling of local field potential oscillations

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Detecting directional influence in fMRI connectivity analysis using PCA based Granger causality.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Estimating brain functional connectivity with sparse multivariate autoregression

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Causal information approach to partial conditioning in multivariate data sets.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

21 January 2018

Dynamic causal modelling

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Dynamic causal modelling: a critical review of the biophysical and statistical foundations

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Connectivity and dynamics of neural information processing

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Mapping information flow in sensorimotor networks

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Distinguishing causal interactions in neural populations

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Optimal information transfer in the cortex through synchronization.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Dynamic causal modeling of evoked responses in EEG and MEG.

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Computational models of the brain: from structure to function

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

21 January 2018

Testing for causality

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

Multivariate Granger causality and generalized variance

21 January 2018

1 reference

https://api.crossref.org/works/10.1103%2FPHYSREVE.86.041901

10.1103/PHYSREVE.86.041901

21 January 2018

Identifiers

DOI

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2 August 2017

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