Causality, Information Transfer and Dynamical Networks

Date

May 12, 2014 - Jul 4, 2014

Time

9:00 AM - 6:00 PM

Speaker

Jörn Davidsen, Peter Grassberger, Björn Schelter

Affiliation

University of Calgary, FZ Jülich, University of Aberdeen

Series

MPI-PKS Workshops, Seminare und Konferenzen

Language

en

Main Topic

Physik

Other Topics

Physik

Host

Claudia Pönisch

Description

Topics include - Estimating causal influences, interactions and connectivity from general multivariate recordings - Information measures for detecting causality - Permutation entropy and its applications - Dynamical networks and their functionality - Scale-dependent properties of dynamical networks - Feedback between dynamics and connectivity - Information transmission, neuronal avalanches and the critical brain - From dynamical network structure to brain function - Inferring network structure from calcium signals and spike trains - Information theoretic approaches to sequence alignment and genetic network inference - Information flow in genetic networks - Self-similar networks for information transfer in geosciences - Inference of climate networks

Links

• Program and Registration

Last modified: Mar 31, 2014, 4:49:32 PM