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Learning from the past: reservoir computing using delayed variables

Frontiers in applied mathematics and statistics, 2024-03, Vol.10

Parlitz, Ulrich

2024

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Nonlinear Dynamics: A Concise Introduction Interlaced with Code

1, 2022

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Observing spatio-temporal dynamics of excitable media using reservoir computing

Chaos (Woodbury, N.Y.), 2018-04, Vol.28 (4)

2018

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Theory and Computation of Covariant Lyapunov Vectors

Journal of nonlinear science, 2012-10, Vol.22 (5), p.727-762

2012

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Predicting Spatio-temporal Time Series Using Dimension Reduced Local States

Journal of nonlinear science, 2020-06, Vol.30 (3), p.713-735

2020

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Non-monotonous dose response function of the termination of spiral wave chaos

Scientific reports, 2022-07, Vol.12 (1), p.12043-12043, Article 12043

2022

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Synchronization of a genetic oscillator with the cell division cycle

New journal of physics, 2022-03, Vol.24 (3), p.33050

2022

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Spontaneous termination of chaotic spiral wave dynamics in human cardiac ion channel models

PloS one, 2019-08, Vol.14 (8), p.e0221401

2019

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High-Resolution Optical Measurement of Cardiac Restitution, Contraction, and Fibrillation Dynamics in Beating vs. Blebbistatin-Uncoupled Isolated Rabbit Hearts

Frontiers in physiology, 2020-05, Vol.11, p.464-464

2020

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Drift and termination of spiral waves in optogenetically modified cardiac tissue at sub-threshold illumination

eLife, 2021-01, Vol.10

2021

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Winners of 2022 Edward Norton Lorenz Early Career Awards

Chaos (Woodbury, N.Y.), 2023-11, Vol.33 (11)

2023

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Sustainability, collapse and oscillations in a simple World-Earth model

Environmental research letters, 2017-07, Vol.12 (7), p.74020

2017

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Inferring network connectivity by delayed feedback control

PloS one, 2011-09, Vol.6 (9), p.e24333-e24333

2011

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Impact of viscoelastic coupling on the synchronization of symmetric and asymmetric self-sustained oscillators

New journal of physics, 2017-06, Vol.19 (6), p.63040

2017

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Neural control and adaptive neural forward models for insect-like, energy-efficient, and adaptable locomotion of walking machines

Frontiers in neural circuits, 2013, Vol.7, p.12-12

2013

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Stabilizing unstable steady states using multiple delay feedback control

Physical review letters, 2004-12, Vol.93 (26), p.264101.1-264101.4, Article 264101

2004

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Erratum: Impact of viscoelastic coupling on the synchronisation of symmetric and asymmetric self-sustained oscillators (2017 New J. Phys. 19 063040)

New journal of physics, 2017-07, Vol.19 (7), p.79601

2017

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Some elements for a history of the dynamical systems theory

Chaos (Woodbury, N.Y.), 2021-05, Vol.31 (5)

2021

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Data-Driven Modeling and Prediction of Complex Spatio-Temporal Dynamics in Excitable Media

Frontiers in applied mathematics and statistics, 2018-12, Vol.4

2018

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Extracting Robust Biomarkers From Multichannel EEG Time Series Using Nonlinear Dimensionality Reduction Applied to Ordinal Pattern Statistics and Spectral Quantities

Frontiers in physiology, 2021-02, Vol.11, p.614565

2021

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Synchronization and chaotic dynamics of coupled mechanical metronomes

Chaos (Woodbury, N.Y.), 2009-12, Vol.19 (4), p.043120-043120-6

2009

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Mapping Hierarchical File Structures to Semantic Data Models for Efficient Data Integration into Research Data Management Systems

Data (Basel), 2024-01, Vol.9 (2), p.24

2024

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Unsupervised feature extraction of anterior chamber OCT images for ordering and classification

Scientific reports, 2019-02, Vol.9 (1), p.1157-1157, Article 1157

2019

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Ordinal pattern-based complexity analysis of high-dimensional chaotic time series

Chaos (Woodbury, N.Y.), 2023-05, Vol.33 (5)

2023

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Gradient based hyperparameter optimization in Echo State Networks

Neural networks, 2019-07, Vol.115, p.23-29

2019

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Learning from the past: reservoir computing using delayed variables

Nonlinear Dynamics: A Concise Introduction Interlaced with Code

Observing spatio-temporal dynamics of excitable media using reservoir computing

Theory and Computation of Covariant Lyapunov Vectors

Predicting Spatio-temporal Time Series Using Dimension Reduced Local States

Non-monotonous dose response function of the termination of spiral wave chaos

Synchronization of a genetic oscillator with the cell division cycle

Spontaneous termination of chaotic spiral wave dynamics in human cardiac ion channel models

High-Resolution Optical Measurement of Cardiac Restitution, Contraction, and Fibrillation Dynamics in Beating vs. Blebbistatin-Uncoupled Isolated Rabbit Hearts

Drift and termination of spiral waves in optogenetically modified cardiac tissue at sub-threshold illumination

Winners of 2022 Edward Norton Lorenz Early Career Awards

Sustainability, collapse and oscillations in a simple World-Earth model

Inferring network connectivity by delayed feedback control

Impact of viscoelastic coupling on the synchronization of symmetric and asymmetric self-sustained oscillators

Neural control and adaptive neural forward models for insect-like, energy-efficient, and adaptable locomotion of walking machines

Stabilizing unstable steady states using multiple delay feedback control

Erratum: Impact of viscoelastic coupling on the synchronisation of symmetric and asymmetric self-sustained oscillators (2017 New J. Phys. 19 063040)

Some elements for a history of the dynamical systems theory

Data-Driven Modeling and Prediction of Complex Spatio-Temporal Dynamics in Excitable Media

Extracting Robust Biomarkers From Multichannel EEG Time Series Using Nonlinear Dimensionality Reduction Applied to Ordinal Pattern Statistics and Spectral Quantities

Synchronization and chaotic dynamics of coupled mechanical metronomes

Mapping Hierarchical File Structures to Semantic Data Models for Efficient Data Integration into Research Data Management Systems

Unsupervised feature extraction of anterior chamber OCT images for ordering and classification

Ordinal pattern-based complexity analysis of high-dimensional chaotic time series

Gradient based hyperparameter optimization in Echo State Networks

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