Balanced echo state networks

Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication

Herbert Jaeger, Harald Haas · Science · 2004 · 3.7K citations

Engineering, Machine Learning, High-dimensional Chaos +19

An experimental unification of reservoir computing methods

D. Verstraeten, Benjamin Schrauwen, Michiel D’Haene et al. · Neural Networks · 2007 · 1.1K citations

Computational Science, Engineering, Computational Neuroscience +4

Optimization and applications of echo state networks with leaky- integrator neurons

Herbert Jaeger, Mantas Lukoševičius, Dan Popovici et al. · Neural Networks · 2007 · 907 citations

Echo State Networks, Engineering, Computational Neuroscience +8

Minimum Complexity Echo State Network

Ali Rodan, Peter Tiňo · IEEE Transactions on Neural Networks · 2010 · 691 citations

Computational Complexity Theory, Engineering, Network Analysis +16

Adaptive Nonlinear System Identification with Echo State Networks

Herbert Jaeger · 2002 · 532 citations

State Estimation, Nonlinear System Identification, Linear Systems +14