Author

Owen Mackenzie

University of Michigan

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

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

David BrangiD· 1 shared Jung-Hoon KimiD· 1 shared Scott PeltieriD· 1 shared Xiaokai WangiD· 1 shared Yizhen Z. Zhang· 1 shared Zhongming Liu· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

David BrangORCID

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1 paper

Recent·Most cited

The Intrinsic Manifold of Spontaneous Activity Constrains Cortical Responses to Naturalistic Stimuli

Jung-Hoon Kim, Yizhen Z. Zhang, Owen Mackenzie, Xiaokai Wang, David Brang, Scott Peltier, Zhongming Liu

This paper shows that the low-dimensional manifold of spontaneous brain activity can represent responses to naturalistic stimuli, using a deep variational autoencoder trained on resting-state fMRI data.

bioRxiv · Feb 23, 2026 · PreprintNeuroscience