Author

Robert Sutherland

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

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:matrix factorization· 1 Organism:non-human primate· 1 Approach:statistical model· 1

Frequent Co-Authors

Alice ToriD· 1 shared Elizabeth J. JuniD· 1 shared Kenji MarshalliD· 1 shared Michael P. SilvernageliD· 1 shared Muhammad U AbdullaiD· 1 shared Nir Even-CheniD· 1 shared Paul NuyujukianiD· 1 shared Stephen E ClarkeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Alice TorORCID

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1 paper

Recent·Most cited

Non-saturating dimensionality, contextual dependence, and the limits of unsupervised decoding in motor cortex

Michael P. Silvernagel, Alice Tor, Elizabeth J. Jun, Stephen E Clarke, Robert Sutherland, Kenji Marshall, Yuxin Wu, Muhammad U Abdulla, Nir Even-Chen, Paul Nuyujukian

The paper shows that unsupervised dimensionality in motor cortex does not reflect movement complexity but instead scales with neuron count and is context-dependent, challenging assumptions about neural representation.

bioRxiv · Jun 4, 2026 · PreprintNeuroscience