Literature DB >> 16046108

Direct or indirect? Graphical models for neural oscillators.

Björn Schelter1, Matthias Winterhalder, Bernhard Hellwig, Brigitte Guschlbauer, Carl Hermann Lücking, Jens Timmer.   

Abstract

Univariate and bivariate time series analysis techniques have enabled new insights into neural processes. However, these techniques are not feasible to distinguish direct and indirect interrelations in multivariate systems. To this aim multivariate times series techniques are presented and investigated by means of simulated as well as physiological time series. Pitfalls and limitations of these techniques are discussed.

Mesh:

Year:  2005        PMID: 16046108     DOI: 10.1016/j.jphysparis.2005.06.006

Source DB:  PubMed          Journal:  J Physiol Paris        ISSN: 0928-4257


  6 in total

1.  A method for the estimation of functional brain connectivity from time-series data.

Authors:  A Wilmer; M H E de Lussanet; M Lappe
Journal:  Cogn Neurodyn       Date:  2010-03-06       Impact factor: 5.082

2.  Mean-Field Modeling of Brain-Scale Dynamics for the Evaluation of EEG Source-Space Networks.

Authors:  Mahmoud Hassan; Julien Modolo; Sahar Allouch; Maxime Yochum; Aya Kabbara; Joan Duprez; Mohamad Khalil; Fabrice Wendling
Journal:  Brain Topogr       Date:  2021-07-09       Impact factor: 3.020

3.  Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis.

Authors:  Luca Faes; Silvia Erla; Giandomenico Nollo
Journal:  Comput Math Methods Med       Date:  2012-05-14       Impact factor: 2.238

4.  Dynamics of Circadian Thalamocortical Flow of Information during a Peripheral Neuropathic Pain Condition.

Authors:  Helder Cardoso-Cruz; Koichi Sameshima; Deolinda Lima; Vasco Galhardo
Journal:  Front Integr Neurosci       Date:  2011-08-23

5.  Alpha band cortico-muscular coherence occurs in healthy individuals during mechanically-induced tremor.

Authors:  Francesco Budini; Lara M McManus; Marika Berchicci; Federica Menotti; Andrea Macaluso; Francesco Di Russo; Madeleine M Lowery; Giuseppe De Vito
Journal:  PLoS One       Date:  2014-12-16       Impact factor: 3.240

6.  Exploitation of Information as a Trading Characteristic: A Causality-Based Analysis of Simulated and Financial Data.

Authors:  Catherine Kyrtsou; Christina Mikropoulou; Angeliki Papana
Journal:  Entropy (Basel)       Date:  2020-10-08       Impact factor: 2.524

  6 in total

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