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SOE: Fachverband Physik sozio-ökonomischer Systeme

SOE 7: Focus Session: Self-Regulating and Learning Systems: from Neural to Social Networks

Mittwoch, 19. März 2025, 09:30–12:45, H45

Living systems have a remarkable ability to self-stabilize. How do such systems, made up of small, active units, achieve meaningful goals without global control? This focus session will explore recent advances in self-regulating networks, demonstrating how these systems transition between states, adapt to perturbations and learn to navigate new environments.

Organized by Anastasia Golovin, Johannes Zierenberg, and Viola Priesemann

	09:30	SOE 7.1	Hauptvortrag: When networks can think: The meaning of self-regulation in the presence of humans — •Alina Herderich
	10:00	SOE 7.2	Societal self-regulation induces complex infection dynamics and chaos — Joel Wagner, •Simon Bauer, Sebastian Contreras, Luk Fleddermann, Ulrich Parlitz, and Viola Priesemann
	10:15	SOE 7.3	Dynamical theory for adaptive biological systems — •Tuan Pham and Kunihiko Kaneko
	10:30	SOE 7.4	Response functions in residual networks as a measure for signal propagation — •Kirsten Fischer, David Dahmen, and Moritz Helias
	10:45	SOE 7.5	Feature learning in deep neural networks close to criticality — Kirsten Fischer, •Javed Lindner, David Dahmen, Zohar Ringel, Michael Krämer, and Moritz Helias
	11:00		15 min. break
	11:15	SOE 7.6	Topical Talk: Self-organization in neural systems — •Philipp Hövel
	11:45	SOE 7.7	Critical drift in a neuro-inspired network — •Thilo Gross
	12:00	SOE 7.8	Transient Recurrent Dynamics Shapes Representations in Mice — •Lars Schutzeichel, Jan Bauer, Peter Bouss, Simon Musall, David Dahmen, and Moritz Helias
	12:15	SOE 7.9	Employing normalizing flows to examine neural manifold characteristics and curvatures — •Peter Bouss, Sandra Nestler, Kirsten Fischer, Claudia Merger, Alexandre René, and Moritz Helias
	12:30	SOE 7.10	Neural self-organization of muscle-driven robots via force-mediated networks — •Claudius Gros and Bulcsu Sandor