Change Point Detection With Conceptors vs Nonlinear Permuted Granger Causality

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Change Point Detection With Conceptors
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Change Point Detection With Conceptors

For the at most one change point problem, we propose the use of a conceptor matrix to learn the characteristic dynamics of a specified training window in a time series.

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Nonlinear Permuted Granger Causality
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Nonlinear Permuted Granger Causality

Granger causal inference is a contentious but widespread method used in fields ranging from economics to neuroscience.

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