Author

Siming Yan

The University of Texas at AustinORCID 0000-0002-3873-8153Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Aran NayebiiD· 1 shared Chengxu ZhuangiD· 1 shared Daniel L. K. YaminsiD· 1 shared James J. DiCarloiD· 1 shared Martin SchrimpfiD· 1 shared Michael C. FrankiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Aran NayebiORCID

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1 paper

Recent·Most cited

Unsupervised Neural Network Models of the Ventral Visual Stream

Chengxu Zhuang, Siming Yan, Aran Nayebi, Martin Schrimpf, Michael C. Frank, James J. DiCarlo, Daniel L. K. Yamins

This paper shows that unsupervised neural networks can model primate ventral visual stream responses as well as supervised methods, with brain-like representations from limited data.

Proceedings of the National Academy of Sciences · Jan 11, 2021Peer-reviewedNeuroscience