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Reconstructing faces from fMRI patterns using deep generative neural networks

Although distinct categories are reliably decoded from fMRI brain responses, it has proved more difficult to distinguish visually similar inputs, such as different faces. Here, we apply a recently developed deep learning system to reconstruct face images from human fMRI. We trained a variational aut...

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Detalles Bibliográficos
Autores principales: VanRullen, Rufin, Reddy, Leila
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6529435/
https://www.ncbi.nlm.nih.gov/pubmed/31123717
http://dx.doi.org/10.1038/s42003-019-0438-y