Example of the results of the model fitting in the 103-dimensional parameter space.

Example of the results of the model fitting in the 103-dimensional parameter space.

<p>Boxplots illustrate the distributions of the values for the optimal <b>(A)</b> delay , <b>(B)</b> coupling , <b>(C)</b> noise intensity , <b>(D)</b> goodness-of-fit (GoF) and <b>(E,F)</b> frequency parameters found in 30 executions...

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Bibliographic Details
Main Author: Kevin J. Wischnewski (21354521) (author)
Other Authors: Florian Jarre (2902498) (author), Simon B. Eickhoff (8355852) (author), Oleksandr V. Popovych (7866194) (author)
Published: 2025
Subjects:
Biophysics
Medicine
Genetics
Neuroscience
Sociology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
mathematical challenges originating
coupled phase oscillators
103 parameters simultaneously
simulated functional connectivity
dimensional parameter spaces
dimensional approaches unanswered
exploring dynamical whole
dimensional model fitting
dimensional spaces
model fitting
dimensional cases
parameter optimizations
dynamical whole
model validation
thoroughly documented
thereby optimized
sex classification
results elucidate
reliable together
practical benefits
phenotypical data
modeling results
individual variability
improved considerably
empirical data
bayesian optimization
272 subjects
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