Autonomous learning by simple dynamical systems with delayed feedback

作者:Kaluza Pablo*; Mikhailov Alexander S
来源:Physical Review E, 2014, 90(3): 030901.
DOI:10.1103/PhysRevE.90.030901

摘要

A general scheme for the 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.

  • 出版日期2014-9-24

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