Články se zplnomocněním k veřejnému přístupu - Dmitry KobakDalší informace
Dostupné někde: 27
The art of using t-SNE for single-cell transcriptomics
D Kobak, P Berens
Nature Communications 10 (1), 5416, 2019
Zplnomocnění: US National Institutes of Health, German Research Foundation, Federal …
Tracking excess mortality across countries during the COVID-19 pandemic with the World Mortality Dataset
A Karlinsky, D Kobak
eLife 10, e69336, 2021
Zplnomocnění: US National Institutes of Health, German Research Foundation, Federal …
Demixed principal component analysis of neural population data
D Kobak, W Brendel, C Constantinidis, CE Feierstein, A Kepecs, ...
eLife 5, e10989, 2016
Zplnomocnění: US National Institutes of Health
A multimodal cell census and atlas of the mammalian primary motor cortex
Principal manuscript editors, Analysis coordination, ...
Nature 598 (7879), 86-102, 2021
Zplnomocnění: US National Institutes of Health, Howard Hughes Medical Institute, Research …
Initialization is critical for preserving global data structure in both t-SNE and UMAP
D Kobak, GC Linderman
Nature Biotechnology 39 (2), 156-157, 2021
Zplnomocnění: US National Institutes of Health, German Research Foundation, Federal …
Phenotypic variation of transcriptomic cell types in mouse motor cortex
F Scala, D Kobak, M Bernabucci, Y Bernaerts, CR Cadwell, JR Castro, ...
Nature 598 (7879), 144-150, 2021
Zplnomocnění: US National Institutes of Health, US Office of the Director of National …
Distributed and mixed information in monosynaptic inputs to dopamine neurons
J Tian, R Huang, JY Cohen, F Osakada, D Kobak, CK Machens, ...
Neuron 91 (6), 1374-1389, 2016
Zplnomocnění: US National Institutes of Health
Layer 4 of mouse neocortex differs in cell types and circuit organization between sensory areas
F Scala, D Kobak, S Shan, Y Bernaerts, S Laturnus, CR Cadwell, ...
Nature Communications 10 (1), 1-12, 2019
Zplnomocnění: US National Science Foundation, US National Institutes of Health, US Office …
The optimal ridge penalty for real-world high-dimensional data can be zero or negative due to the implicit ridge regularization
D Kobak, J Lomond, B Sanchez
Journal of Machine Learning Research 21 (169), 1-16, 2020
Zplnomocnění: US National Institutes of Health, Federal Ministry of Education and Research …
Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data
J Lause, P Berens, D Kobak
Genome Biology 22, 1-20, 2021
Zplnomocnění: US National Institutes of Health, German Research Foundation, Federal …
Attraction-repulsion spectrum in neighbor embeddings
JN Böhm, P Berens, D Kobak
Journal of Machine Learning Research 23 (95), 1-32, 2022
Zplnomocnění: US National Institutes of Health, German Research Foundation, Federal …
Patch-seq: Past, present, and future
M Lipovsek, C Bardy, CR Cadwell, K Hadley, D Kobak, SJ Tripathy
Journal of Neuroscience 41 (5), 937-946, 2021
Zplnomocnění: US National Institutes of Health, Canadian Institutes of Health Research …
Cell type composition and circuit organization of clonally related excitatory neurons in the juvenile mouse neocortex
CR Cadwell, F Scala, PG Fahey, D Kobak, S Mulherkar, FH Sinz, ...
eLife 9, e52951, 2020
Zplnomocnění: US National Science Foundation, US National Institutes of Health, US Office …
Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations
D Kobak, G Linderman, S Steinerberger, Y Kluger, P Berens
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
Zplnomocnění: US National Science Foundation, US National Institutes of Health, German …
A systematic evaluation of interneuron morphology representations for cell type discrimination
S Laturnus, D Kobak, P Berens
Neuroinformatics 18, 591-609, 2020
Zplnomocnění: US National Institutes of Health, German Research Foundation, Federal …
Sparse reduced-rank regression for exploratory visualisation of paired multivariate data
D Kobak, Y Bernaerts, MA Weis, F Scala, AS Tolias, P Berens
Journal of the Royal Statistical Society Series C: Applied Statistics 70 (4 …, 2021
Zplnomocnění: US National Institutes of Health, German Research Foundation, Federal …
Distinct organization of two cortico-cortical feedback pathways
S Shen, X Jiang, F Scala, J Fu, P Fahey, D Kobak, Z Tan, N Zhou, ...
Nature Communications 13 (1), 6389, 2022
Zplnomocnění: US National Institutes of Health, US Office of the Director of National …
Scaling Down Deep Learning with MNIST-1D
SJ Greydanus, D Kobak
Forty-first International Conference on Machine Learning, 2020
Zplnomocnění: German Research Foundation, Federal Ministry of Education and Research, Germany
Motor skill learning decreases movement variability and increases planning horizon
L Bashford, D Kobak, J Diedrichsen, C Mehring
Journal of Neurophysiology 127 (4), 995-1006, 2022
Zplnomocnění: German Research Foundation, Federal Ministry of Education and Research, Germany
Interpretable gender classification from retinal fundus images using BagNets
I Ilanchezian, D Kobak, H Faber, F Ziemssen, P Berens, MS Ayhan
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
Zplnomocnění: German Research Foundation, Federal Ministry of Education and Research, Germany
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