Efficient Cross-Validation of Echo State Networks
暂无分享,去创建一个
[1] J. W. Taylor,et al. Short-term electricity demand forecasting using double seasonal exponential smoothing , 2003, J. Oper. Res. Soc..
[2] Rob J. Hyndman,et al. A note on the validity of cross-validation for evaluating autoregressive time series prediction , 2018, Comput. Stat. Data Anal..
[3] Herbert Jaeger,et al. Optimization and applications of echo state networks with leaky- integrator neurons , 2007, Neural Networks.
[4] Herbert Jaeger,et al. The''echo state''approach to analysing and training recurrent neural networks , 2001 .
[5] Mantas Lukosevicius,et al. A Practical Guide to Applying Echo State Networks , 2012, Neural Networks: Tricks of the Trade.
[6] Herbert Jaeger,et al. Reservoir computing approaches to recurrent neural network training , 2009, Comput. Sci. Rev..
[7] Herbert Jaeger,et al. Echo state network , 2007, Scholarpedia.
[8] M. Stone. Cross‐Validatory Choice and Assessment of Statistical Predictions , 1976 .
[9] Stefan J. Kiebel,et al. Re-visiting the echo state property , 2012, Neural Networks.
[10] Harald Haas,et al. Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication , 2004, Science.