Dokumente GGNB - Göttinger Graduiertenzentrum für Neurowissenschaften, Biophysik und molekulare Biowissenschaften nach Gutachter "Wibral, Michael Prof. Dr."
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Information, Logic, and Inference in the Analysis of Complex Networks
(2023-12-22)This thesis deals with a range of current topics in information theory and statistics. It consists of five distinct contributions: Chapter 2 focuses on the statistics of single-regression Granger causality estimators. ... -
Neuron-level dynamics of oscillatory network structure and markerless tracking of kinematics during grasping
(2021-11-18)Oscillatory synchrony is proposed to play an important role in flexible sensory-motor transformations. Thereby, it is assumed that changes in the oscillatory network structure at the level of single neurons lead to flexible ... -
Reverse-time inference of biological dynamics
(2020-10-27)In this work I derive a mathematical theory that allows to infer directional biological dynamics in reverse time starting from their target state. I use this approach to infer an effective model of cell junction shrinkage ...