Project Details
Control of stochastic mean-field equations with applications to brain networks (A10*)
Subject Area
Mathematics
Term
from 2019 to 2022
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 163436311
The main goal of this project is to develop the control theory of stochastic mean-field equations, and in parallel, stochastic reaction-diffusion systems, with a view towards potential applications to the control of brain states, described in terms of large systems of weakly coupled stochastic differential equations driving the internal dynamics of single neurons. Special emphasize will be laid on so called mean-field controls as mathematical models for non-invasive external stimulations of brain states. Such controls have been introduced in the math-ematical literature only quite recently and studied mainly from the theoretical perspective. Their application to neural systems has not yet been investigated.
DFG Programme
Collaborative Research Centres
Subproject of
SFB 910:
Control of Self-Organising Non-Linear Systems: Theoretical Methods and Concepts of Application
Applicant Institution
Technische Universität Berlin
Project Head
Professor Dr. Wilhelm Stannat