Author

Meng Liu

Liaoning Normal University

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Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Baike LiiD· 1 shared Chuan Zhou· 1 shared Huanhuan Liu· 1 shared John W. Schwieter· 1 shared Lihui WangiD· 1 shared Weiwei ZhangiD· 1 shared Yingyu LiiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Baike LiORCID

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2 papers

Recent·Most cited

Alignment of Artificial Neural Networks with Human Eye Movement Patterns in Facial Expression Recognition

Meng Liu, Lihui Wang

This study compares how convolutional neural networks and Vision Transformers align with human eye movement patterns during facial expression recognition, finding that ViT better captures sequential fixation strategies.

bioRxiv · Dec 15, 2025 · PreprintNeuroscience

Expectation modulates learning emotional words: Evidence from a hierarchical Bayesian model

Weiwei Zhang, Yingyu Li, Chuan Zhou, Baike Li, John W. Schwieter, Huanhuan Liu, Meng Liu

This study uses a hierarchical Bayesian model to show that expectations modulate the learning speed and temporal processing of emotional words in a changing environment.

bioRxiv · Jul 25, 2024 · PreprintNeuroscience