Author

Aiwen Xu

University of California, Santa Barbara

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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Approach:deep learning· 1 Approach:experimental assay· 1 Organism:mouse· 1 Assay:spatial transcriptomics· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Michael BeyeleriD· 2 shared Cristopher M. NielliD· 1 shared Yuchen HouiD· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersNeuroscience

Michael BeyelerORCID

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2 papers

Recent·Most cited

Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice

Aiwen Xu, Yuchen Hou, Cristopher M. Niell, Michael Beyeler

This paper introduces a multimodal recurrent neural network to predict V1 activity in freely moving mice by integrating visual input and behavioral dynamics, showing state-of-the-art performance and revealing mixed selectivity in cortical function.

bioRxiv · May 30, 2023 · PreprintNeuroscience

Retinal ganglion cells undergo cell type-specific functional changes in a biophysically detailed model of retinal degeneration

Aiwen Xu, Michael Beyeler

The paper presents a biophysically detailed model of retinal degeneration that simulates network-level responses to light and electrical stimulation, showing how degeneration affects RGC activity.

bioRxiv · Jan 13, 2023 · PreprintNeuroscience