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Publisher Correction: Limits to visual representational correspondence between convolutional neural networks and the human brain

Yaoda Xu
Maryam Vaziri-Pashkam
Amendments and CorrectionsOpen Access06 May 2021
Nature Communications

Volume: 12, P: 1
Multiple visual objects are represented differently in the human brain and convolutional neural networks

Viola Mocz
Su Keun Jeong
Yaoda Xu
ResearchOpen Access05 Jun 2023
Scientific Reports

Volume: 13, P: 1-16
Limits to visual representational correspondence between convolutional neural networks and the human brain

Convolutional neural networks are increasingly used to model human vision. Here, the authors compare the performance of 14 different CNNs and human fMRI responses to real-world and artificial objects to show some fundamental differences exist between them.

Yaoda Xu
Maryam Vaziri-Pashkam
ResearchOpen Access06 Apr 2021
Nature Communications

Volume: 12, P: 1-16
Dissociable neural mechanisms supporting visual short-term memory for objects

Yaoda Xu
Marvin M. Chun
Research28 Dec 2005
Nature

Volume: 440, P: 91-95
Decoding the content of visual short-term memory under distraction in occipital and parietal areas

Using fMRI multi-voxel pattern decoding, human superior IPS, but not occipital cortex, was found to closely track behavioral measures of information storage in visual short-term memory (VSTM) across distractor presence and predictability. This suggests that superior IPS, and not occipital cortex, has a central role in VSTM storage in the human brain.

Katherine C Bettencourt
Yaoda Xu
Research23 Nov 2015
Nature Neuroscience

Volume: 19, P: 150-157

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Publisher Correction: Limits to visual representational correspondence between convolutional neural networks and the human brain

Multiple visual objects are represented differently in the human brain and convolutional neural networks

Limits to visual representational correspondence between convolutional neural networks and the human brain

Dissociable neural mechanisms supporting visual short-term memory for objects

Decoding the content of visual short-term memory under distraction in occipital and parietal areas

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