Complex brain networks: graph theoretical analysis of structural and functional systems
Explore this paper's citation graph
Summary
This article reviews studies investigating complex brain networks in diverse experimental modalities and provides an accessible introduction to the basic principles of graph theory and highlights the technical challenges and key questions to be addressed by future developments in this rapidly moving field.
- Type
- review
- Published
- 2009-03-01
- Cited by
- 11,803
- References
- 174
- Access
- Open access
- OpenAlex
- https://openalex.org/W1999653836
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:205504722
Keywords
Modularity (biology), Complex network, Magnetoencephalography, Computer science, Cognitive science
References
- Social Network Analysis: Methods and Applications
- Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease
- The Small World Problem
- Cortex: Statistics and Geometry of Neuronal Connectivity
- Network analysis of cortical visual pathways mapped with PET
- Communication in Neuronal Networks
- The human brain is intrinsically organized into dynamic, anticorrelated functional networks.
- Predicting human resting-state functional connectivity from structural connectivity
- Small‐world network topology of hippocampal neuronal network is lost, in an in vitro glutamate injury model of epilepsy
- Simulation of robustness against lesions of cortical networks
- Large-scale cortical networks and cognition
- On How Network Architecture Determines the Dominant Patterns of Spontaneous Neural Activity
- The application of graph theoretical analysis to complex networks in the brain.
- Dopaminergic modulation of cortico-cortical functional connectivity in Parkinson's disease: an MEG study.
- The anatomical basis of functional localization in the cortex
- Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
- Evolving functional network properties and synchronizability during human epileptic seizures.
- Community structure in social and biological networks
- A set of measures of centrality based upon betweenness
- Mapping Human Whole-Brain Structural Networks with Diffusion MRI
Cited by
- Mapping the primate brain with network analysis
- A group model for stable multi-subject ICA on fMRI datasets
- Network analysis of resting state EEG in the developing young brain: Structure comes with maturation
- Recent and remote memory recalls modulate different sets of stereotypical interlaminar correlations in Arc/Arg3.1 mRNA expression in cortical areas.
- Beyond the wiring diagram: signalling through complex neuromodulator networks
- Effect of tumor resection on the characteristics of functional brain networks.
- Image processing methods for human brain connectivity analysis from in-vivo diffusion MRI
- Headache, epilepsy and photosensitivity: how are they connected?
- From maps to mechanisms through neuroimaging of schizophrenia
- Statistical parametric network analysis of functional connectivity dynamics during a working memory task
- Anatomical insights into disrupted small-world networks in schizophrenia
- Tracing the route to path analysis in neuroimaging
- Mapping the human connectome at multiple scales with diffusion spectrum MRI.
- Organization of Anti-Phase Synchronization Pattern in Neural Networks: What are the Key Factors?
- Network physiology reveals relations between network topology and physiological function
- Methods for the estimation of the cortical activity and connectivity during cognitive tasks in humans
- Differential functional connectivity within an emotion regulation neural network among individuals resilient and susceptible to the depressogenic effects of early life stress
- Characterization of Functional and Structural Integrity in Experimental Focal Epilepsy: Reduced Network Efficiency Coincides with White Matter Changes
- Intrinsic Brain Connectivity Related to Age in Young and Middle Aged Adults
- Order Patterns Networks (ORPAN)—a method to estimate time-evolving functional connectivity from multivariate time series
Related papers
- [The Connectomics: Neurophysiology, Achievements and Perspectives].
- Common functional connectomics discovered from brain functional connectivity dynamics
- Resting state magnetoencephalography functional connectivity in traumatic brain injury
- Functional and Effective Connectivity: A Review
- Dynamical graph theory networks techniques for the analysis of sparse connectivity networks in dementia
- Identification of Schizophrenia using Functional Connectivity and Graph Theory through Resting State Functional Magnetic Resonance Imaging (rs- fMRI)
- Recent Development in Public Transport Network Analysis From the Complex Network Perspective
- The Applications of Graph Theory in Electric Network
- Sensitivity metrics of complex network based on co-occurrence truth table: exemplified by a high-speed rail network