Serhiy Yanchuk

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 17

Top Topics

Reservoir Computing

Top Venues

SIAM J. Appl. Dyn. Syst.

Commun. Nonlinear Sci. Numer. Simul.

Int. J. Bifurc. Chaos

Publications

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) (2024)
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 (2023)
Matthias Wolfrum, Serhiy Yanchuk, Otti D'Huys
Multiple Self-Locking in the Kuramoto-Sakaguchi System with Delay. SIAM J. Appl. Dyn. Syst. 21 (3) (2022)
Felix Köster, Serhiy Yanchuk, Kathy Lüdge
Master memory function for delay-based reservoir computers with single-variable dynamics. CoRR (2021)
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 (2021)
Rico Berner, Serhiy Yanchuk
Synchronization in Networks With Heterogeneous Adaptation Rules and Applications to Distance-Dependent Synaptic Plasticity. Frontiers Appl. Math. Stat. 7 (2021)
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) (2021)
Florian Stelzer, Serhiy Yanchuk
Infinite-dimensional Folded-in-time Deep Neural Networks. CoRR (2021)
Felix Köster, Serhiy Yanchuk, Kathy Lüdge
Improving Delay Based Reservoir Computing via Eigenvalue Analysis. CoRR (2020)
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 (2020)
Serhiy Yanchuk, Rico Berner, Eckehard Schöll
Frequency clusters in adaptive networks. ECC (2020)
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) (2020)
Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk
Performance boost of time-delay reservoir computing by non-resonant clock cycle. Neural Networks 124 (2020)
Mirko Goldmann, Felix Köster, Kathy Lüdge, Serhiy Yanchuk
Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity. CoRR (2020)
Rico Berner, Eckehard Schöll, Serhiy Yanchuk
Multiclusters in Networks of Adaptively Coupled Phase Oscillators. SIAM J. Appl. Dyn. Syst. 18 (4) (2019)
Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk
Performance boost of time-delay reservoir computing by non-resonant clock cycle. CoRR (2019)
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) (2018)
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) (2014)
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 (2013)
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) (2012)
M. Lichtner, Matthias Wolfrum, Serhiy Yanchuk
The Spectrum of Delay Differential Equations with Large Delay. SIAM J. Math. Anal. 43 (2) (2011)
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) (2010)