Effects of spectral radius and settling time in the performance of echo state networks

Author:

Venayagamoorthy Ganesh K.,Shishir Bashyal

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference12 articles.

1. Real time digital simulation for control and protection system testing;Forsyth,2004

2. Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless telecommunication;Hass,2004

3. Ishu, K., van der Zant, T., Becanovic, V., & Ploger, P. (2004). Identification of motion with echo state network, OCEANS ’04. MTS/IEEE TECHNO-OCEAN ’04, Volume 3

4. Jaeger, H. (2002). Tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the ‘echo state network’ approach, Sankt Augustin: GMD Forschungszentrum Informationstechnik, 48S, GMD Report, 159

5. Adaptive nonlinear system identification with echo state networks;Jaeger,2003

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