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ORCIDSerhiy Yanchuk
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- affiliation: Humboldt University of Berlin, Germany
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2020 – today
- 2024
[j16]Felix Köster
, Serhiy Yanchuk, Kathy Lüdge:
Master Memory Function for Delay-Based Reservoir Computers With Single-Variable Dynamics. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7712-7725 (2024)- 2023
- [j15]Vagner dos Santos, Matheus Rolim Sales, Sishu Shankar Muni, José D. Szezech Jr., Antonio Marcos Batista, Serhiy Yanchuk, Jürgen Kurths:
Identification of single- and double-well coherence-incoherence patterns by the binary distance matrix. Commun. Nonlinear Sci. Numer. Simul. 125: 107390 (2023) - 2022
- [j14]Matthias Wolfrum, Serhiy Yanchuk, Otti D'Huys:
Multiple Self-Locking in the Kuramoto-Sakaguchi System with Delay. SIAM J. Appl. Dyn. Syst. 21(3): 1709-1725 (2022) - 2021
- [j13]Vander L. S. Freitas, Serhiy Yanchuk, Michael A. Zaks, Elbert E. N. Macau:
Synchronization-based symmetric circular formations of mobile agents and the generation of chaotic trajectories. Commun. Nonlinear Sci. Numer. Simul. 94: 105543 (2021) - [j12]Rico Berner, Serhiy Yanchuk:
Synchronization in Networks With Heterogeneous Adaptation Rules and Applications to Distance-Dependent Synaptic Plasticity. Frontiers Appl. Math. Stat. 7: 714978 (2021) - [j11]Rico Berner, Volker Mehrmann, Eckehard Schöll, Serhiy Yanchuk:
The Multiplex Decomposition: An Analytic Framework for Multilayer Dynamical Networks. SIAM J. Appl. Dyn. Syst. 20(4): 1752-1772 (2021) - [i5]Felix Köster, Serhiy Yanchuk, Kathy Lüdge:
Master memory function for delay-based reservoir computers with single-variable dynamics. CoRR abs/2108.12643 (2021) - 2020
- [j10]Tom Birkoben, Moritz Drangmeister, Finn Zahari, Serhiy Yanchuk, Philipp Hövel, Hermann Kohlstedt:
Slow-Fast Dynamics in a Chaotic System with Strongly Asymmetric Memristive Element. Int. J. Bifurc. Chaos 30(8): 2050125:1-2050125:10 (2020) - [j9]Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk:
Performance boost of time-delay reservoir computing by non-resonant clock cycle. Neural Networks 124: 158-169 (2020) - [c1]Serhiy Yanchuk, Rico Berner, Eckehard Schöll:
Frequency clusters in adaptive networks. ECC 2020: 313-316 - [i4]Mirko Goldmann, Felix Köster, Kathy Lüdge, Serhiy Yanchuk:
Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity. CoRR abs/2006.06322 (2020) - [i3]Felix Köster, Serhiy Yanchuk, Kathy Lüdge:
Improving Delay Based Reservoir Computing via Eigenvalue Analysis. CoRR abs/2009.07928 (2020) - [i2]Florian Stelzer, André Röhm, Raul Vicente, Ingo Fischer, Serhiy Yanchuk:
Deep Learning with a Single Neuron: Folding a Deep Neural Network in Time using Feedback-Modulated Delay Loops. CoRR abs/2011.10115 (2020)
2010 – 2019
- 2019
- [j8]Rico Berner, Eckehard Schöll, Serhiy Yanchuk:
Multiclusters in Networks of Adaptively Coupled Phase Oscillators. SIAM J. Appl. Dyn. Syst. 18(4): 2227-2266 (2019) - [i1]Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk:
Performance boost of time-delay reservoir computing by non-resonant clock cycle. CoRR abs/1905.02534 (2019) - 2018
- [j7]Oleksandr Burylko, Alexander Mielke, Matthias Wolfrum, Serhiy Yanchuk:
Coexistence of Hamiltonian-Like and Dissipative Dynamics in Rings of Coupled Phase Oscillators with Skew-Symmetric Coupling. SIAM J. Appl. Dyn. Syst. 17(3): 2076-2105 (2018) - 2014
- [j6]Dmitry Puzyrev, Serhiy Yanchuk, A. G. Vladimirov, S. V. Gurevich:
Stability of Plane Wave Solutions in Complex Ginzburg-Landau Equation with Delayed Feedback. SIAM J. Appl. Dyn. Syst. 13(2): 986-1009 (2014) - 2013
- [j5]Leonhard Lücken, Serhiy Yanchuk, Oleksandr V. Popovych, Peter A. Tass:
Desynchronization boost by non-uniform coordinated reset stimulation in ensembles of pulse-coupled neurons. Frontiers Comput. Neurosci. 7: 63 (2013) - 2012
- [j4]Lutz Recke, Anatoly M. Samoilenko, Viktor Tkachenko, Serhiy Yanchuk:
Frequency Locking by External Forcing in Systems with Rotational Symmetry. SIAM J. Appl. Dyn. Syst. 11(3): 771-800 (2012) - 2011
- [j3]M. Lichtner, Matthias Wolfrum, Serhiy Yanchuk:
The Spectrum of Delay Differential Equations with Large Delay. SIAM J. Math. Anal. 43(2): 788-802 (2011) - 2010
- [j2]Serhiy Yanchuk, Matthias Wolfrum:
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. 9(2): 519-535 (2010)
2000 – 2009
- 2000
- [j1]Sergiy Yanchuk, Yuri L. Maistrenko, Brian Lading, Erik Mosekilde:
Effects of a parameter mismatch on the Synchronization of Two Coupled Chaotic oscillators. Int. J. Bifurc. Chaos 10(11): 2629-2648 (2000)
Coauthor Index
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