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

Author:

Ren Ziqi,Li Jie,Xue Xuetong,Li Xin,Yang Fan,Jiao Zhicheng,Gao Xinbo

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Cognitive Neuroscience,Neurology

Reference33 articles.

1. From voxels to pixels and back: self-supervision in natural-image reconstruction from fMRI;Beliy,2019

2. Correlational neural networks;Chandar;Neural Comput.,2016

3. Neural portraits of perception: reconstructing face images from evoked brain activity;Cowen;Neuroimage,2014

4. Sharing deep generative representation for perceived image reconstruction from human brain activity;Du,2017

5. Reconstructing perceived images from human brain activities with bayesian deep multiview learning;Du;IEEE Trans. Neural Netw. Learn. Syst.,2018

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