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If we do not limit ourselves to 3-D embeddings due to their easier visualization, what is the optimal dimension in which the native space of the structural brain connectome could be best represented?
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Some believe mapping such a "connectome" could be used to reconstruct memories.
A two-way, high-bandwidth interface with the brain could be available within a decade, and scientists are already trying to map the hundred billion neurons in the brain and the hundred-trillion-plus connections between them — the "connectome," as it's infelicitously called.
In addition, the topology of brain connectome after dimensionality reduction could be compared groupwise in disease states, and/or could be regressed with respect to various dimensional phenotypic measures.
The human brain connectome is closely linked to the anatomical framework provided by the structural segregation of the cortex into distinct cortical areas.
Of its winnings, $20,000 went to Dr. Fahy to enable him to try the new protocol he had proposed, first fixing the connectome in place with chemicals so that the brain did not shrink from dehydration and slices of it could be viewed under an electron microscope.
"Could be our monkey brains.
The datasets in the collage could be processed automatically as much as possible to reduce the time and effort needed for tracking the connectome.
A brain connectome at the macroscale is typically mathematically represented with connectivity matrices that describe the interaction between the different brain regions.
Kaufmann, T. et al. The brain functional connectome is robustly altered by lack of sleep.
In brain connectomics, connectome network's connectivity data are usually visualized as weighted graphs.
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