154 citations · 633 across the 15 of their papers we have counts for
5 papers · 1 filter
Synchronizing Chaos using Reservoir Computing
Amirhossein Nazerian, Chad Nathe, Joseph D. Hart +1
We attempt to achieve isochronal synchronization between a drive system unidirectionally coupled to a response system, under the assumption that limited knowledge on the states of…
Machine Learning Link Inference of Noisy Delay-coupled Networks with Opto-Electronic Experimental Tests
Amitava Banerjee, Joseph D. Hart, Rajarshi Roy +1
We devise a machine learning technique to solve the general problem of inferring network links that have time-delays. The goal is to do this purely from time-series data of the net…
Laminar Chaos in experiments and nonlinear delayed Langevin equations: A time series analysis toolbox for the detection of Laminar Chaos
David Müller-Bender, Andreas Otto, Günter Radons +2
Recently, it was shown that certain systems with large time-varying delay exhibit different types of chaos, which are related to two types of time-varying delay: conservative and d…
Topological Control of Synchronization Patterns: Trading Symmetry for Stability
Joseph D. Hart, Yuanzhao Zhang, Rajarshi Roy +1
Symmetries are ubiquitous in network systems and have profound impacts on the observable dynamics. At the most fundamental level, many synchronization patterns are induced by under…
Delayed Dynamical Systems: Networks, Chimeras and Reservoir Computing
Joseph D. Hart, Laurent Larger, Thomas E. Murphy +1
We present a systematic approach to reveal the correspondence between time delay dynamics and networks of coupled oscillators. After early demonstrations of the usefulness of spati…