Serhiy Yanchuk

21 papers Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Master Memory Function for Delay-Based Reservoir Computers With Single-Variable Dynamics.
IEEE Trans. Neural Networks Learn. Syst.
Felix Köster, Serhiy Yanchuk, Kathy Lüdge
2023 J jnl
Identification of single- and double-well coherence-incoherence patterns by the binary distance matrix.
Commun. Nonlinear Sci. Numer. Simul.
Vagner dos Santos, Matheus Rolim Sales, Sishu Shankar Muni, José D. Szezech Jr., Antonio Marcos Batista, Serhiy Yanchuk, Jürgen Kurths
2022 J jnl
Multiple Self-Locking in the Kuramoto-Sakaguchi System with Delay.
SIAM J. Appl. Dyn. Syst.
Matthias Wolfrum, Serhiy Yanchuk, Otti D'Huys
2021 J jnl
Master memory function for delay-based reservoir computers with single-variable dynamics.
CoRR
Felix Köster, Serhiy Yanchuk, Kathy Lüdge
2021 J jnl
Synchronization in Networks With Heterogeneous Adaptation Rules and Applications to Distance-Dependent Synaptic Plasticity.
Frontiers Appl. Math. Stat.
Rico Berner, Serhiy Yanchuk
2021 J jnl
Synchronization-based symmetric circular formations of mobile agents and the generation of chaotic trajectories.
Commun. Nonlinear Sci. Numer. Simul.
Vander L. S. Freitas, Serhiy Yanchuk, Michael A. Zaks, Elbert E. N. Macau
2021 J jnl
The Multiplex Decomposition: An Analytic Framework for Multilayer Dynamical Networks.
SIAM J. Appl. Dyn. Syst.
Rico Berner, Volker Mehrmann, Eckehard Schöll, Serhiy Yanchuk
2020 J jnl
Deep Learning with a Single Neuron: Folding a Deep Neural Network in Time using Feedback-Modulated Delay Loops.
CoRR
Florian Stelzer, André Röhm, Raul Vicente, Ingo Fischer, Serhiy Yanchuk
2020 J jnl
Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity.
CoRR
Mirko Goldmann, Felix Köster, Kathy Lüdge, Serhiy Yanchuk
2020 — conf
Frequency clusters in adaptive networks.
ECC
Serhiy Yanchuk, Rico Berner, Eckehard Schöll
2020 J jnl
Improving Delay Based Reservoir Computing via Eigenvalue Analysis.
CoRR
Felix Köster, Serhiy Yanchuk, Kathy Lüdge
2020 J jnl
Performance boost of time-delay reservoir computing by non-resonant clock cycle.
Neural Networks
Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk
2020 J jnl
Slow-Fast Dynamics in a Chaotic System with Strongly Asymmetric Memristive Element.
Int. J. Bifurc. Chaos
Tom Birkoben, Moritz Drangmeister, Finn Zahari, Serhiy Yanchuk, Philipp Hövel, Hermann Kohlstedt
2019 J jnl
Multiclusters in Networks of Adaptively Coupled Phase Oscillators.
SIAM J. Appl. Dyn. Syst.
Rico Berner, Eckehard Schöll, Serhiy Yanchuk
2019 J jnl
Performance boost of time-delay reservoir computing by non-resonant clock cycle.
CoRR
Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk
2018 J jnl
Coexistence of Hamiltonian-Like and Dissipative Dynamics in Rings of Coupled Phase Oscillators with Skew-Symmetric Coupling.
SIAM J. Appl. Dyn. Syst.
Oleksandr Burylko, Alexander Mielke, Matthias Wolfrum, Serhiy Yanchuk
2014 J jnl
Stability of Plane Wave Solutions in Complex Ginzburg-Landau Equation with Delayed Feedback.
SIAM J. Appl. Dyn. Syst.
Dmitry Puzyrev, Serhiy Yanchuk, A. G. Vladimirov, S. V. Gurevich
2013 J jnl
Desynchronization boost by non-uniform coordinated reset stimulation in ensembles of pulse-coupled neurons.
Frontiers Comput. Neurosci.
Leonhard Lücken, Serhiy Yanchuk, Oleksandr V. Popovych, Peter A. Tass
2012 J jnl
Frequency Locking by External Forcing in Systems with Rotational Symmetry.
SIAM J. Appl. Dyn. Syst.
Lutz Recke, Anatoly M. Samoilenko, Viktor Tkachenko, Serhiy Yanchuk
2011 J jnl
The Spectrum of Delay Differential Equations with Large Delay.
SIAM J. Math. Anal.
M. Lichtner, Matthias Wolfrum, Serhiy Yanchuk
2010 J jnl
A Multiple Time Scale Approach to the Stability of External Cavity Modes in the Lang-Kobayashi System Using the Limit of Large Delay.
SIAM J. Appl. Dyn. Syst.
Serhiy Yanchuk, Matthias Wolfrum