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Kernel Methods for Nonlinear Connectivity Detection

In this paper, we show that the presence of nonlinear coupling between time series may be detected using kernel feature space [Formula: see text] representations while dispensing with the need to go back to solve the pre-image problem to gauge model adequacy. This is done by showing that the kerneli...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Entropy (Basel)
Päätekijät: Massaroppe, Lucas, Baccalá, Luiz A.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI 2019
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515096/
https://ncbi.nlm.nih.gov/pubmed/33267324
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21060610
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