sentences:  The fixed RNN acts as a random, nonlinear medium whose dynamic response, the "echo", is used as a signal base.The linear combination of this base can be trained to reconstruct the desired output by minimizing some error criteria.RNNs were rarely used in practice before the introduction of the ESN.