Reconstruction of perceived face images from brain activities based on multi-attribute constraints

Reconstruction of perceived faces from brain signals is a hot topic in brain decoding and an important application in the field of brain-computer interfaces. Existing methods do not fully consider the multiple facial attributes represented in face images, and their different activity patterns at mul...

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Bibliographic Details
Main Authors: Xiaoyuan Hou, Jing Zhao, Hui Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1015752/full