Advancing functional connectivity research from association to causation

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

(2018) D. Rangaprakash et al.   MAGNETIC RESONANCE IN MEDICINE

A generative model of whole-brain effective connectivity

(2018) Stefan Frässle et al.   NEUROIMAGE

From correlation to causation: Estimating effective connectivity from zero-lag covariances of brain signals

(2018) Jonathan Schiefer et al.   PLoS Computational Biology

Using temporal ICA to selectively remove global noise while preserving global signal in functional MRI data

(2018) Matthew F. Glasser et al.   NEUROIMAGE

Task activations produce spurious but systematic inflation of task functional connectivity estimates

(2018) Michael W. Cole et al.   NEUROIMAGE

Impaired neurovascular coupling in aging and Alzheimer's disease: Contribution of astrocyte dysfunction and endothelial impairment to cognitive decline

(2017) Stefano Tarantini et al.   EXPERIMENTAL GERONTOLOGY

Experimental Validation of Dynamic Granger Causality for Inferring Stimulus-Evoked Sub-100 ms Timing Differences from fMRI

(2017) Yunzhi Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Empirical validation of directed functional connectivity

(2017) Ravi D. Mill et al.   NEUROIMAGE

From connectome to cognition: The search for mechanism in human functional brain networks

(2017) Ravi D. Mill et al.   NEUROIMAGE

Causal evidence for lateral prefrontal cortex dynamics supporting cognitive control

(2017) Derek Evan Nee et al.   eLife

Higher Intelligence Is Associated with Less Task-Related Brain Network Reconfiguration

(2016) Douglas H. Schultz et al.   JOURNAL OF NEUROSCIENCE

Functional connectivity change as shared signal dynamics

(2016) Michael W. Cole et al.   JOURNAL OF NEUROSCIENCE METHODS

Activity flow over resting-state networks shapes cognitive task activations

(2016) Michael W Cole et al.   NATURE NEUROSCIENCE

Combining optogenetic stimulation and fMRI to validate a multivariate dynamical systems model for estimating causal brain interactions

(2016) Srikanth Ryali et al.   NEUROIMAGE

3D Reconstructed Cyto-, Muscarinic M2 Receptor, and Fiber Architecture of the Rat Brain Registered to the Waxholm Space Atlas

(2016) Nicole Schubert et al.   Frontiers in Neuroanatomy

Artifact removal in the context of group ICA: A comparison of single-subject and group approaches

(2015) Yuhui Du et al.   HUMAN BRAIN MAPPING

Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data

(2015) Partha Pratim Acharjee et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A positive-negative mode of population covariation links brain connectivity, demographics and behavior

(2015) Stephen M Smith et al.   NATURE NEUROSCIENCE

Recent progress and outstanding issues in motion correction in resting state fMRI

(2015) Jonathan D. Power et al.   NEUROIMAGE

Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers

(2014) Gholamreza Salimi-Khorshidi et al.   NEUROIMAGE

A Robust Classifier to Distinguish Noise from fMRI Independent Components

(2014) Vanessa Sochat et al.   PLoS One

Control-related systems in the human brain

(2013) Jonathan D Power et al.   CURRENT OPINION IN NEUROBIOLOGY

The MVGC multivariate Granger causality toolbox: A new approach to Granger-causal inference

(2013) Lionel Barnett et al.   JOURNAL OF NEUROSCIENCE METHODS

Dynamic functional connectivity: Promise, issues, and interpretations

(2013) R. Matthew Hutchison et al.   NEUROIMAGE

Methods to detect, characterize, and remove motion artifact in resting state fMRI

(2013) Jonathan D. Power et al.   NEUROIMAGE

Bayesian networks for fMRI: A primer

(2013) Jeanette A. Mumford et al.   NEUROIMAGE

Calibrating BOLD fMRI Activations with Neurovascular and Anatomical Constraints

(2012) Xin Di et al.   CEREBRAL CORTEX

The Cell-Type Specific Cortical Microcircuit: Relating Structure and Activity in a Full-Scale Spiking Network Model

(2012) Tobias C. Potjans et al.   CEREBRAL CORTEX

Analysing connectivity with Granger causality and dynamic causal modelling

(2012) Karl Friston et al.   CURRENT OPINION IN NEUROBIOLOGY

Global Connectivity of Prefrontal Cortex Predicts Cognitive Control and Intelligence

(2012) M. W. Cole et al.   JOURNAL OF NEUROSCIENCE

The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes

(2012) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

Informing brain connectivity with optogenetic functional magnetic resonance imaging

(2012) Jin Hyung Lee   NEUROIMAGE

The future of FMRI connectivity

(2012) Stephen M. Smith   NEUROIMAGE

Impact of in-scanner head motion on multiple measures of functional connectivity: Relevance for studies of neurodevelopment in youth

(2012) Theodore D. Satterthwaite et al.   NEUROIMAGE

A whole brain fMRI atlas generated via spatially constrained spectral clustering

(2011) R. Cameron Craddock et al.   HUMAN BRAIN MAPPING

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

(2011) B. T. Thomas Yeo et al.   JOURNAL OF NEUROPHYSIOLOGY

Effective connectivity: Influence, causality and biophysical modeling

(2011) Pedro A. Valdes-Sosa et al.   NEUROIMAGE

Multi-subject search correctly identifies causal connections and most causal directions in the DCM models of the Smith et al. simulation study

(2011) Joseph D. Ramsey et al.   NEUROIMAGE

Critical comments on dynamic causal modelling

(2011) Gabriele Lohmann et al.   NEUROIMAGE

The influence of head motion on intrinsic functional connectivity MRI

(2011) Koene R.A. Van Dijk et al.   NEUROIMAGE

Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion

(2011) Jonathan D. Power et al.   NEUROIMAGE

Functional Network Organization of the Human Brain

(2011) Jonathan D. Power et al.   NEURON

A Framework for Simulating and Estimating the State and Functional Topology of Complex Dynamic Geometric Networks

(2010) Marius Buibas et al.   NEURAL COMPUTATION

Network modelling methods for FMRI

(2010) Stephen M. Smith et al.   NEUROIMAGE

Source connectivity analysis with MEG and EEG

(2009) Jan-Mathijs Schoffelen et al.   HUMAN BRAIN MAPPING

Six problems for causal inference from fMRI

(2009) J.D. Ramsey et al.   NEUROIMAGE

Correspondence of the brain's functional architecture during activation and rest

(2009) S. M. Smith et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Identifying Neural Drivers with Functional MRI: An Electrophysiological Validation

(2008) Olivier David et al.   PLOS BIOLOGY

The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields

(2008) Gustavo Deco et al.   PLoS Computational Biology

Brian: a simulator for spiking neural networks in Python

(2008) Dan Goodman   Frontiers in Neuroinformatics