Author

Ivan Bulygin

Institute of Science and Technology AustriaORCID 0000-0002-6653-9223Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Organism:human· 1 Assay:metagenomics· 1

Frequent Co-Authors

Alexander BernsteiniD· 1 shared Anton Rykachevsky· 1 shared Arseny Rayko· 1 shared Chaitanya ChintaluriiD· 1 shared Evgeny Vladimirovich BurnaeviD· 1 shared Mikhail Sergeevich GelfandiD· 1 shared Nicoleta Condruz· 1 shared Tim P. VogelsiD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 18 mutual co-author links

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1 shared paperBioinformatics

Alexander BernsteinORCID

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2 papers

Recent·Most cited

Dale's law, stability and nonlinearity are sufficient constraints to ignite transient and self-sustained neural dynamics

Nicoleta Condruz, Ivan Bulygin, Chaitanya Chintaluri, Tim P. Vogels

This paper shows that Dalean connectivity, stability, and nonlinear responses can generate diverse neural dynamics without data fitting.

bioRxiv · Sep 21, 2026 · PreprintNeuroscience

Absence of enterotypes in the human gut microbiomes reanalyzed with non-linear dimensionality reduction methods

Ivan Bulygin, Vladislav M. Shatov, Anton Rykachevsky, Arseny Rayko, Alexander Bernstein, Evgeny Vladimirovich Burnaev, Mikhail Sergeevich Gelfand

The paper reanalyzes human gut microbiome data using non-linear dimensionality reduction and finds no stable clusters, challenging the concept of enterotypes.

bioRxiv · Nov 4, 2021 · PreprintBioinformatics