An echo state network library allowing for the comparison of lattice-based network configurations with the classical random echo state network (ESN) network configuration. To run the code, you must ...

Abstract: The design of echo state network (ESN) parameters relies on the selection of the maximum eigenvalue of the linearized system around zero (spectral radius). However, this procedure does not ...

A novel broad echo state network is proposed herein for the prediction problem of complex time series data. Firstly, the framework of the broad echo state network with cascade of mapping nodes (CMBESN ...

Abstract: Deep echo state networks (Deep-ESNs) play an important role in fault diagnosis. However, due to its limitation in the iterative process of dealing with nonlinear data, the accuracy of fault ...

ECHO Community Discussions (case presentations) offer an opportunity to brainstorm evidence-based solutions or share successes with colleagues and other professionals within the network. Community ...