Nature Communications · 2017 · 208 citations · 55 references
Life SciencesNeuroscienceCognitive NeuroscienceComputational NeuroscienceSystems NeuroscienceBrain ConnectivityCortical ComputationCortical NetworksFunctional ConnectivityFunctional NeuroimagingNeural NetworksBrain RegionsFunctional Brain ConnectivityFunctional Brain NetworksFunctional Network ConnectivityGlobal Information FlowsResting-state ConnectivityResting-state Cortical NetworksTask Transfer
Resting-state network connectivity has been associated with a variety of cognitive abilities, yet it remains unclear how these connectivity properties might contribute to the neurocognitive computations underlying these abilities. We developed a new approach-information transfer mapping-to test the hypothesis that resting-state functional network topology describes the computational mappings between brain regions that carry cognitive task information. Here, we report that the transfer of diverse, task-rule information in distributed brain regions can be predicted based on estimated activity flow through resting-state network connections. Further, we find that these task-rule information transfers are coordinated by global hub regions within cognitive control networks. Activity flow over resting-state connections thus provides a large-scale network mechanism for cognitive task information transfer and global information coordination in the human brain, demonstrating the cognitive relevance of resting-state network topology.
55
A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations