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Brain2Pix: Fully convolutional naturalistic video frame reconstruction from brain activity

Reconstructing complex and dynamic visual perception from brain activity remains a major challenge in machine learning applications to neuroscience. Here, we present a new method for reconstructing naturalistic images and videos from very large single-participant functional magnetic resonance imagin...

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Detalles Bibliográficos
Autores principales: Le, Lynn, Ambrogioni, Luca, Seeliger, Katja, Güçlütürk, Yağmur, van Gerven, Marcel, Güçlü, Umut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9703977/
https://www.ncbi.nlm.nih.gov/pubmed/36452333
http://dx.doi.org/10.3389/fnins.2022.940972