Exploiting Iso-error Pathways in the N, k-plane to Improve Echo State Network Performance
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[1] D. Prokhorov,et al. Echo state networks: appeal and challenges , 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..
[2] Benjamin Liebald,et al. Exploration of effects of different network topologies on the ESN signal crosscorrelation matrix spectrum , 2004 .
[3] José Carlos Príncipe,et al. Analysis and Design of Echo State Networks , 2007, Neural Computation.
[4] Herbert Jaeger,et al. The''echo state''approach to analysing and training recurrent neural networks , 2001 .
[5] M. C. Ozturk,et al. Computing with transiently stable states , 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..
[6] F. Takens. Detecting strange attractors in turbulence , 1981 .
[7] Lars Kai Hansen,et al. Optimization of recurrent neural networks for time series modeling , 1997 .
[8] Herbert Jaeger,et al. Adaptive Nonlinear System Identification with Echo State Networks , 2002, NIPS.
[9] H. Jaeger,et al. Reservoir riddles: suggestions for echo state network research , 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..
[10] Henry Markram,et al. Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations , 2002, Neural Computation.
[11] Steven H. Strogatz,et al. Nonlinear Dynamics and Chaos , 2024 .
[12] Tijn van der Zant,et al. Finding good Echo State Networks to control an underwater robot using evolutionary computations , 2004 .