Existence of limit cycles in recurrent neural networks

摘要

For a class of recurrent neural networks the existence of a limit cycle is shown. With a gradient type algorithm the parameters of the network are modified so that it learns and replicates a time varying periodic signal. An application to a two robot link manipulator illustrates the results.