Detection of Directed Connectivities in Dynamic Systems for Different Excitation Signals using Spectral Granger Causality

Author:

Kühnert Christian,Frey Christian,Seyboldt Ruben

Publisher

Springer Berlin Heidelberg

Reference16 articles.

1. Bastos, A. and Schoffelen, J.: A Tutorial Review of Functional Connectivity Analysis Methods and Their Interpretational Pitfalls, Frontiers in Systems Neuroscience(9), pp. 175, (2016)

2. Bauer, M.: Data-driven Methods for Process Analysis. University College London, PhD Thesis, (2005)

3. Blinowska, K.: Review of the methods of determination of directed connectivity from multichannel data, Medical & Biological Engineering & Computing (49), pp. 521 - 529, (2011)

4. Blinowska, K. et al.: Granger causality and information flow in multivariate processes, Phy. Rev. E.(70), no.p. 4, (2004)

5. Choudhury, A.A.S. and Shah, S.L. and Thornhill, N.F.: Diagnosis of Process Nonlinearities and Valve Stiction: Data Driven Approaches, Advances in Industrial Control, Springer, (2008)

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