Figure 9
From: Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere
Performance of the proposed model. We see that the network performs reasonably well for all the tasks displaying only a weak dependency on the memory. Moreover the spectral radius does not to play any role in the network performance. The choice of the scaling factor denotes similar patterns with the hyperbolic tangent case.
