Comparison of linear signal processing techniques to infer directed interactions in multivariate neural systems

Signal Processing

Volumn 85, Issue 11, 2005, Pages 2137-2160

  Winterhalder, Matthias ^a   Schelter, Björn ^a   Hesse, Wolfram ^b   Schwab, Karin ^b   Leistritz, Lutz ^b   Klan, Daniel ^b   Bauer, Reinhard ^c   Timmer, Jens ^a   Witte, Herbert ^b  

^a UNIVERSITY OF FREIBURG   (Germany)

^b FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

^c JENA UNIVERSITY HOSPITAL   (Germany)

Author keywords

Cross spectral analysis; Directed transfer function; Granger causality; Graphical models; Multivariate time series analysis; Partial directed coherence

Indexed keywords

BIOMEDICAL ENGINEERING; BRAIN; LINEAR SYSTEMS; NEURAL NETWORKS; NONLINEAR SYSTEMS; TIME SERIES ANALYSIS;

CROSS-SPECTRAL ANALYSIS; DIRECTED TRANSFER FUNCTION; GRANGER CAUSALITY; GRAPHICAL MODELS; MULTIVARIATE TIME SERIES ANALYSIS; PARTIAL DIRECTED COHERENCE;

SIGNAL PROCESSING;

EID: 25844517315     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2005.07.011     Document Type: Article

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