Structure-Function Network Mapping and Its Assessment via Persistent Homology

Network-Level Structure-Function Relationships in Human Neocortex

(2016) Bratislav Mišić et al.   CEREBRAL CORTEX

Persistent Homology in Sparse Regression and Its Application to Brain Morphometry

(2015) Moo K. Chung et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Network Structure Shapes Spontaneous Functional Connectivity Dynamics

(2015) K. Shen et al.   JOURNAL OF NEUROSCIENCE

Clique topology reveals intrinsic geometric structure in neural correlations

(2015) Chad Giusti et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A closer look at the apparent correlation of structural and functional connectivity in excitable neural networks

(2015) Arnaud Messé et al.   Scientific Reports

A novel brain partition highlights the modular skeleton shared by structure and function

(2015) Ibai Diez et al.   Scientific Reports

Identification of Optimal Structural Connectivity Using Functional Connectivity and Neural Modeling

(2014) G. Deco et al.   JOURNAL OF NEUROSCIENCE

Tracing the evolution of multi-scale functional networks in a mouse model of depression using persistent brain network homology

(2014) Arshi Khalid et al.   NEUROIMAGE

A copula approach to assessing Granger causality

(2014) Meng Hu et al.   NEUROIMAGE

Reconceiving the hippocampal map as a topological template

(2014) Yuri Dabaghian et al.   eLife

A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks

(2013) Fani Deligianni et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Resting-State Functional Connectivity Emerges from Structurally and Dynamically Shaped Slow Linear Fluctuations

(2013) G. Deco et al.   JOURNAL OF NEUROSCIENCE

Network deconvolution as a general method to distinguish direct dependencies in networks

(2013) Soheil Feizi et al.   NATURE BIOTECHNOLOGY

Influence of Choice of Null Network on Small-World Parameters of Structural Correlation Networks

(2013) S. M. Hadi Hosseini et al.   PLoS One

BrainNet Viewer: A Network Visualization Tool for Human Brain Connectomics

(2013) Mingrui Xia et al.   PLoS One

Structural foundations of resting-state and task-based functional connectivity in the human brain

(2013) A. M. Hermundstad et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Resting-brain functional connectivity predicted by analytic measures of network communication

(2013) J. Goni et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Structural and Functional Brain Networks: From Connections to Cognition

(2013) H.-J. Park et al.   SCIENCE

Analysing connectivity with Granger causality and dynamic causal modelling

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

Persistent Brain Network Homology From the Perspective of Dendrogram

(2012) Hyekyoung Lee et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

On the use of correlation as a measure of network connectivity

(2012) Andrew Zalesky et al.   NEUROIMAGE

Structure of the Afferent Terminals in Terminal Ganglion of a Cricket and Persistent Homology

(2012) Jacob Brown et al.   PLoS One

The Connectome Mapper: An Open-Source Processing Pipeline to Map Connectomes with MRI

(2012) Alessandro Daducci et al.   PLoS One

A Topological Paradigm for Hippocampal Spatial Map Formation Using Persistent Homology

(2012) Y. Dabaghian et al.   PLoS Computational Biology

Functional Connectivity between Anatomically Unconnected Areas Is Shaped by Collective Network-Level Effects in the Macaque Cortex

(2011) Yusuke Adachi et al.   CEREBRAL CORTEX

Sparse Brain Network Recovery Under Compressed Sensing

(2011) Hyekyoung Lee et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

How Structure Determines Correlations in Neuronal Networks

(2011) Volker Pernice et al.   PLoS Computational Biology

Emerging concepts for the dynamical organization of resting-state activity in the brain

(2010) Gustavo Deco et al.   NATURE REVIEWS NEUROSCIENCE

Network modelling methods for FMRI

(2010) Stephen M. Smith et al.   NEUROIMAGE

Neural basis of global resting-state fMRI activity

(2010) M. L. Scholvinck et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Topology and data

(2009) Gunnar Carlsson   BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY

Functionally linked resting-state networks reflect the underlying structural connectivity architecture of the human brain

(2009) Martijn P. van den Heuvel et al.   HUMAN BRAIN MAPPING

Partial Correlation Estimation by Joint Sparse Regression Models

(2009) Jie Peng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Predicting human resting-state functional connectivity from structural connectivity

(2009) C. J. Honey et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Resting-State Functional Connectivity Reflects Structural Connectivity in the Default Mode Network

(2008) M. D. Greicius et al.   CEREBRAL CORTEX

Mapping Anatomical Connectivity Patterns of Human Cerebral Cortex Using In Vivo Diffusion Tensor Imaging Tractography

(2008) Gaolang Gong et al.   CEREBRAL CORTEX

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Topological analysis of population activity in visual cortex

(2008) G. Singh et al.   JOURNAL OF VISION

Measuring brain connectivity: Diffusion tensor imaging validates resting state temporal correlations

(2008) Pawel Skudlarski et al.   NEUROIMAGE

Communicability in complex networks

(2008) Ernesto Estrada et al.   PHYSICAL REVIEW E

On How Network Architecture Determines the Dominant Patterns of Spontaneous Neural Activity

(2008) Roberto F. Galán   PLoS One

Mapping the Structural Core of Human Cerebral Cortex

(2008) Patric Hagmann et al.   PLOS BIOLOGY