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221
An analysis of the interaction between surface and basal crevasses in ice shelves
Published 2024-08-01“…We visualize the dynamics of crack growth using simple tools from dynamical systems theory and find that aligned cracks tend to impede each other's growth due to the torques generated by normal stresses on the crack faces, while periodically offset cracks facilitate simultaneous growth of bottom and top cracks. …”
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222
The application of topological data analysis to human motion recognition
Published 2021-01-01“…The classification process does not require the use of machine learning and dynamical systems theory. The proposed classifier achieves a total recognition rate of 0.975 and outperforms the state-of-theart methods (Hachaj, 2019) that use support vector machines and principal component analysis-based feature generation.…”
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223
Proportional entropy of normal cardiac dynamic and with arrhythmia in the Intensive Care Unit
Published 2018-02-01“…<p>Background: Based on the theory of probability and not equiprobable entropy ratios in the context of dynamical systems theory, a methodology for cardiac dynamic evaluation was developed. …”
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224
Causality in Psychiatry: A Hybrid Symptom Network Construct Model
Published 2015-11-01“…The hybrid model hinges on good understanding of systems theory in which it is embedded, so that the article reviews in depth nonlinear dynamical systems theory (NLDST). The article applies the concept of emergent circular causality (Young, 2011) to symptom development, as well. …”
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225
Permutation Entropy: Too Complex a Measure for EEG Time Series?
Published 2017-12-01“…Permutation entropy (PeEn) is a complexity measure that originated from dynamical systems theory. Specifically engineered to be robustly applicable to real-world data, the quantity has since been utilised for a multitude of time series analysis tasks. …”
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226
Neural networks with optimized single-neuron adaptation uncover biologically plausible regularization.
Published 2024-12-01“…Using tools from dynamical systems theory, we analyze the role of these emergent single-neuron properties and argue that neural diversity and adaptation play an active regularization role, enabling neural circuits to optimally propagate information across time. …”
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227
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228
Long-term mindfulness meditation increases occurrence of sensory and attention brain states
Published 2025“…Moreover, this study reinforces the utility of analytic approaches from dynamical systems theory to extend current knowledge regarding brain activity and evaluate its response to interventions.…”
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229
Structured chaos shapes spike-response noise entropy in balanced neural networks
Published 2014-10-01“…The analysis is based on results from random dynamical systems theory and is complemented by detailed numerical simulations. …”
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230
TIE‐GCM ROPE ‐ Dimensionality Reduction: Part I
Published 2025-01-01“…The methodology uses a page out of dynamical systems theory to first reduce the order of the state using dimensionality reduction and then modeling the temporal dynamics in the reduced state space. …”
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231
A complex systems approach to the study of change in psychotherapy
Published 2020-07-01“…Some basic principles of change are presented from subdisciplines of complexity science that are particularly relevant to psychotherapy: dynamical systems theory, synergetics, and network theory. …”
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232
Monitoring the daily evolution and extent of snow drought
Published 2022-03-01“…Borrowing from dynamical systems theory, we applied phase diagrams to visually examine the daily evolution of snow water equivalent (SWE) and accumulated precipitation conditions in maritime, intermountain, and continental snow climates in the wUS using station observations as well as spatially distributed estimates of SWE and precipitation. …”
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233
EntropyHub: An open-source toolkit for entropic time series analysis
Published 2021-01-01“…Entropy, as it relates to information theory and dynamical systems theory, can be estimated in many ways, with newly developed methods being continuously introduced in the scientific literature. …”
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234
Soliton solutions, bifurcations, and sensitivity analysis to the higher-order nonlinear fractional Schrödinger equation in optical fibers
Published 2025-03-01“…Additionally, we used planar dynamical systems theory to investigate the bifurcation phenomena in the derived system. …”
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235
Robust transient dynamics and brain functions
Published 2011-06-01“…In the last few decades several concepts of Dynamical Systems Theory (DST) have guided psychologists, cognitive scientists, and neuroscientists to rethink about sensory motor behavior and embodied cognition. …”
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236
Memory functions reveal structural properties of gene regulatory networks.
Published 2018-02-01“…Mathematical tools based on dynamical systems theory are often used to model these networks, but the size and complexity of these models mean that their behaviour is not always intuitive and the underlying mechanisms can be difficult to decipher. …”
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237
A novel study of the impact of vaccination on pneumonia via fractional approach
Published 2024-06-01“…The governing model has been generalized from Caputo fractional derivatives, and the generalized Euler’s method has been used to calculate the approximate solution of the governing model. The dynamical systems theory examines the model’s stability analysis, basic reproduction number, and equilibrium points. …”
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238
Waddington landscape for prototype learning in generalized Hopfield networks
Published 2024-07-01“…Memories can thus differentiate in a predictive and controlled way, revealing bridges between experimental biology, dynamical systems theory, and machine learning.…”
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239
Putting reins on the brain. How the body and environment use it.
Published 2014-10-01“…Radical embodied cognitive neuroscience (RECN) will probably rely on dynamical systems theory (DST) and complex systems theory for methods and formalism. …”
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240
Topologically protected optical signal processing using parity–time-symmetric oscillation quenching
Published 2021-07-01“…The observed connection between the topological geometry of dynamical states, oscillation quenching phenomena in dynamical systems theory, and PT symmetry provides a powerful toolkit for noise-immune signal processing.…”
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