Boris Gutkin
Overview
Explore the profile of Boris Gutkin including associated specialties, affiliations and a list of published articles.
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55
Citations
676
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Recent Articles
1.
Lussange J, Vrizzi S, Palminteri S, Gutkin B
PLoS One
. 2025 Feb;
20(2):e0319528.
PMID: 39937779
[This corrects the article DOI: 10.1371/journal.pone.0301141.].
2.
Lussange J, Vrizzi S, Palminteri S, Gutkin B
PLoS One
. 2024 Apr;
19(4):e0301141.
PMID: 38557590
Recent advances in the field of machine learning have yielded novel research perspectives in behavioural economics and financial markets microstructure studies. In this paper we study the impact of individual...
3.
Shtyrov Y, Efremov A, Kuptsova A, Wennekers T, Gutkin B, Garagnani M
Sci Rep
. 2023 Nov;
13(1):19572.
PMID: 37949997
The neurobiological nature of semantic knowledge, i.e., the encoding and storage of conceptual information in the human brain, remains a poorly understood and hotly debated subject. Clinical data on semantic...
4.
Perez-Cervera A, Gutkin B, Thomas P, Lindner B
Proc Natl Acad Sci U S A
. 2023 Jul;
120(29):e2303222120.
PMID: 37432992
Many systems in physics, chemistry, and biology exhibit oscillations with a pronounced random component. Such stochastic oscillations can emerge via different mechanisms, for example, linear dynamics of a stable focus...
5.
Bakhurin K, Hughes R, Jiang Q, Hossain M, Gutkin B, Fallon I, et al.
bioRxiv
. 2023 May;
PMID: 37162997
According to a popular hypothesis, phasic dopamine (DA) activity encodes a reward prediction error (RPE) necessary for reinforcement learning. However, recent work showed that DA neurons are necessary for performance...
6.
Duriez A, Bergerot C, Cone J, Roitman M, Gutkin B
Nutrients
. 2023 Feb;
15(4).
PMID: 36839372
Seeking and consuming nutrients is essential to survival and the maintenance of life. Dynamic and volatile environments require that animals learn complex behavioral strategies to obtain the necessary nutritive substances....
7.
Lazarevich I, Prokin I, Gutkin B, Kazantsev V
PLoS Comput Biol
. 2023 Jan;
19(1):e1010792.
PMID: 36626366
Modern well-performing approaches to neural decoding are based on machine learning models such as decision tree ensembles and deep neural networks. The wide range of algorithms that can be utilized...
8.
Dogonasheva O, Kasatkin D, Gutkin B, Zakharov D
Chaos
. 2022 Nov;
32(10):101101.
PMID: 36319278
Formation of synchronous activity patterns is an essential property of neuronal networks that has been of central interest to synchronization theory. Chimera states, where both synchronous and asynchronous activities of...
9.
Dumont G, Perez-Cervera A, Gutkin B
PLoS Comput Biol
. 2022 Aug;
18(8):e1010363.
PMID: 35913991
Brain rhythms emerge from synchronization among interconnected spiking neurons. Key properties of such rhythms can be gleaned from the phase-resetting curve (PRC). Inferring the PRC and developing a systematic phase...
10.
Winkler M, Dumont G, Scholl E, Gutkin B
Biol Cybern
. 2021 Dec;
116(2):191-203.
PMID: 34853889
In weakly coupled neural oscillator networks describing brain dynamics, the coupling delay is often distributed. We present a theoretical framework to calculate the phase response curve of distributed-delay induced limit...