Hyperrealistic neural decoding for reconstructing faces from fMRI activations via the GAN latent space

Neural decoding can be conceptualized as the problem of mapping brain responses back to sensory stimuli via a feature space. We introduce (i) a novel experimental paradigm that uses well-controlled yet highly naturalistic stimuli with a priori known feature representations and (ii) an implementation...

Descripción completa

Detalles Bibliográficos
Autores principales: Dado, Thirza, Güçlütürk, Yağmur, Ambrogioni, Luca, Ras, Gabriëlle, Bosch, Sander, van Gerven, Marcel, Güçlü, Umut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8741893/
https://www.ncbi.nlm.nih.gov/pubmed/34997012
http://dx.doi.org/10.1038/s41598-021-03938-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8741893/
https://www.ncbi.nlm.nih.gov/pubmed/34997012
http://dx.doi.org/10.1038/s41598-021-03938-w

Ejemplares similares