sentences:  An early clear formulation of the reservoir computing idea is due to K. Kirby, who disclosed this concept in a largely forgotten conference contribution.The first formulation of the reservoir computing idea known today stems from L. Schomaker , who described how a desired target output can be obtained from an RNN by learning to combine signals from a randomly configured ensemble of spiking neural oscillators.Echo state networks can be built in different ways.