Autonomous Learning by Simple Dynamical Systems with Delayed Feedbacks
Adaptation and Self-Organizing Systems
2015-06-22 v1
Abstract
A general scheme for construction of dynamical systems able to learn generation of the desired kinds of dynamics through adjustment of their internal structure is proposed. The scheme involves intrinsic time-delayed feedback to steer the dynamics towards the target performance. As an example, a system of coupled phase oscillators, which can by changing the weights of connections between its elements evolve to a dynamical state with the prescribed (low or high) synchronization level, is considered and investigated.
Cite
@article{arxiv.1406.7534,
title = {Autonomous Learning by Simple Dynamical Systems with Delayed Feedbacks},
author = {Pablo Kaluza and Alexander S. Mikhailov},
journal= {arXiv preprint arXiv:1406.7534},
year = {2015}
}