Reconstruction of natural images from human fMRI using a three-stage multi-level deep fusion model

Author:

Meng Lu,Tang Zhenxuan,Liu Yangqian

Publisher

Elsevier BV

Reference41 articles.

1. Beliy, R., Gaziv, G., Hoogi, A., Strappini, F., Golan, T., Irani, M., 2019. From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI, ArXiv, abs/1907.02431. https://doi.org/10.48550/arXiv.2006.09882.

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3. Benchetrit, Y., Banville, H., King, J.R., 2023. Brain decoding: toward real-time re- construction of visual perception. https://arxiv.org/abs/2310.19812.

4. Unsu- pervised learning of visual features by contrasting cluster assignments;Caron;Adv. Neural Inf. Process. Syst.,2020

5. Foreground-attention in neural decoding: guiding Loop-Enc-Dec to reconstruct visual stimulus images from fMRI;Chen;Int. Jt. Conf. Neural Netw.,2022

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