Mikhail Genkin
Overview
Explore the profile of Mikhail Genkin including associated specialties, affiliations and a list of published articles.
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4
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50
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Recent Articles
1.
Genkin M, Shenoy K, Chandrasekaran C, Engel T
bioRxiv
. 2023 Aug;
PMID: 37546748
The brain represents sensory variables in the coordinated activity of neural populations, in which tuning curves of single neurons define the geometry of the population code. Whether the same coding...
2.
Langdon C, Genkin M, Engel T
Nat Rev Neurosci
. 2023 Apr;
24(6):363-377.
PMID: 37055616
Two different perspectives have informed efforts to explain the link between the brain and behaviour. One approach seeks to identify neural circuit elements that carry out specific functions, emphasizing connectivity...
3.
Genkin M, Engel T
Nat Mach Intell
. 2022 Dec;
2(11):674-683.
PMID: 36451696
Machine learning optimizes flexible models to predict data. In scientific applications, there is a rising interest in interpreting these flexible models to derive hypotheses from data. However, it is unknown...
4.
Genkin M, Hughes O, Engel T
Nat Commun
. 2021 Oct;
12(1):5986.
PMID: 34645828
Many complex systems operating far from the equilibrium exhibit stochastic dynamics that can be described by a Langevin equation. Inferring Langevin equations from data can reveal how transient dynamics of...