Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning

Reconstructing perceived stimulus (image) only from human brain activity measured with functional Magnetic Resonance Imaging (fMRI) is a significant task in brain decoding. However, the inconsistent distribution and representation between fMRI signals and visual images cause great ‘domain gap’. More...

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Bibliographic Details
Main Authors: Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, Fan Yang, Zhicheng Jiao, Xinbo Gao
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920310879