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Author: Dmitry Kobak

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  • All-time downloads: 22,472 (rank: 2,527 out of 404,161)
  • Categories:
    • bioinformatics: 14,366 (rank: 340 out of 34,272)
    • neuroscience: 8,106 (rank: 1,155 out of 67,824)

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Preprints

The art of using t-SNE for single-cell transcriptomics

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Phenotypic variation within and across transcriptomic cell types in mouse motor cortex

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UMAP does not preserve global structure any better than t-SNE when using the same initialization

bioinformatics more details view paper
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Neocortical layer 4 in adult mouse differs in major cell types and circuit organization between primary sensory areas

neuroscience more details view paper
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Sparse reduced-rank regression for exploratory visualization of paired multivariate datasets

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Cell type composition and circuit organization of neocortical radial clones

neuroscience more details view paper
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Distinct organization of two cortico-cortical feedback pathways

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State-dependent geometry of population activity in rat auditory cortex

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Motor skill learning leads to the increase of planning horizon

neuroscience more details view paper
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