Learning how network structure shapes decision-making for bio-inspired computing
To better understand how network structure shapes intelligent behavior, we developed a
learning algorithm that we used to build personalized brain network models for 650 Human …
learning algorithm that we used to build personalized brain network models for 650 Human …
[HTML][HTML] Structure-function coupling in the human connectome: A machine learning approach
While the function of most biological systems is tightly constrained by their structure, current
evidence suggests that coupling between the structure and function of brain networks is …
evidence suggests that coupling between the structure and function of brain networks is …
[PDF][PDF] Great expectations: using whole-brain computational connectomics for understanding neuropsychiatric disorders
G Deco, ML Kringelbach - Neuron, 2014 - cell.com
The study of human brain networks with in vivo neuroimaging has given rise to the field of
connectomics, furthered by advances in network science and graph theory informing our …
connectomics, furthered by advances in network science and graph theory informing our …
From connectome to cognition: The search for mechanism in human functional brain networks
Recent developments in functional connectivity research have expanded the scope of
human neuroimaging, from identifying changes in regional activation amplitudes to detailed …
human neuroimaging, from identifying changes in regional activation amplitudes to detailed …
[HTML][HTML] Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function
Human cognition is dynamic, alternating over time between externally-focused states and
more abstract, often self-generated, patterns of thought. Although cognitive neuroscience …
more abstract, often self-generated, patterns of thought. Although cognitive neuroscience …
[HTML][HTML] Brain enhancement through cognitive training: a new insight from brain connectome
Owing to the recent advances in neurotechnology and the progress in understanding of
brain cognitive functions, improvements of cognitive performance or acceleration of learning …
brain cognitive functions, improvements of cognitive performance or acceleration of learning …
Network communication models improve the behavioral and functional predictive utility of the human structural connectome
The connectome provides the structural substrate facilitating communication between brain
regions. We aimed to establish whether accounting for polysynaptic communication in …
regions. We aimed to establish whether accounting for polysynaptic communication in …
Functional alignment with anatomical networks is associated with cognitive flexibility
Cognitive flexibility describes the human ability to switch between modes of mental function
to achieve goals. Mental switching is accompanied by transient changes in brain activity …
to achieve goals. Mental switching is accompanied by transient changes in brain activity …
[HTML][HTML] Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study
How individual differences in brain network organization track behavioral variability is a
fundamental question in systems neuroscience. Recent work suggests that resting-state and …
fundamental question in systems neuroscience. Recent work suggests that resting-state and …
Mapping individual differences across brain network structure to function and behavior with connectome embedding
The connectome, a comprehensive map of the brain's anatomical connections, is often
summarized as a matrix comprising all dyadic connections among pairs of brain regions …
summarized as a matrix comprising all dyadic connections among pairs of brain regions …