Mapping higher-order relations between brain structure and function with embedded vector representations of connectomes

The function of a brain region is determined by the network it is embedded in. Here the authors implement the word2vec algorithm for connectomes generating a vector embedding of the connectivity structure for each node allowing inference about functional relationships between brain regions.

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Bibliographic Details
Main Authors: Gideon Rosenthal, František Váša, Alessandra Griffa, Patric Hagmann, Enrico Amico, Joaquín Goñi, Galia Avidan, Olaf Sporns
Format: article
Language:EN
Published: Nature Portfolio 2018
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Online Access:https://doaj.org/article/8612b8fb7d5a49ac836a4f5c1b82ea5a
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