Author

Peili Chen

ShanghaiTech University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Edward F. ChangiD· 2 shared Yuanning LiiD· 2 shared Abdelrahman Mohamed· 1 shared Gopala K. AnumanchipalliiD· 1 shared Jinsong WuiD· 1 shared Junfeng LuiD· 1 shared Laurel H. CarneyiD· 1 shared Linyang He· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 26 mutual co-author links

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2 shared papersNeuroscience

Edward F. ChangORCID

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2 papers

Recent·Most cited

Convergent representations and spatiotemporal dynamics of speech and language in brain and deep neural networks

Peili Chen, Shiji Xiang, Linyang He, Edward F. Chang, Yuanning Li

This study compares how speech and language DNN models align with neural activity during speech processing, finding shared components and distinct spatiotemporal dynamics.

bioRxiv · Dec 28, 2024 · PreprintNeuroscience

Dissecting neural computations of the human auditory pathway using deep neural networks for speech

Yuanning Li, Gopala K. Anumanchipalli, Abdelrahman Mohamed, Peili Chen, Laurel H. Carney, Junfeng Lu, Jinsong Wu, Edward F. Chang

This study uses deep neural networks to model neural coding in the human auditory pathway and finds that DNN representations align with biological auditory processing.

Nature Neuroscience · Oct 30, 2023Peer-reviewedNeuroscience