Generative Embeddings of Brain Collective Dynamics Using Variational Autoencoders

Área de publicación Neurociencia Cognitiva
Tipo de publicación Articles
Lugar de publicación Physical Review Letters
Fecha de publicación 2020
Autores Enzo Tagliazucchi - Perl, Y.S., Bocaccio, H., Pérez-Ipiña, I., Zamberlán, F., Piccinini, J., Laufs, H., Kringelbach, M., Deco, G.

We first follow this approach to infer the trajectory of brain states measured from wakefulness to deep sleep from the two end points of this trajectory; then, we show that the same architecture was capable of representing the pairwise correlations of generic Landau-Stuart oscillators coupled by complex network topology.

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