Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal...
Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics
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Switzerland: Frontiers Research Foundation
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English
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Switzerland: Frontiers Research Foundation
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Granger causality (GC) is a powerful method for causal inference for time series. In general, the GC value is computed using discrete time series sampled from continuous-time processes with a certain sampling interval length τ, i.e., the GC value is a function of τ. Using the GC analysis for the topology extraction of the simplest integrate-and-fir...
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Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics
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TN_cdi_doaj_primary_oai_doaj_org_article_3e9a4a252a2c4dfc81f8f5b0a7f75fab
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_3e9a4a252a2c4dfc81f8f5b0a7f75fab
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1662-5188
E-ISSN
1662-5188
DOI
10.3389/fncom.2014.00075
