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Effects of connectivity structure of complex echo state network on its prediction performance for nonlinear time series.
Qingsong Song
Zuren Feng
Published in:
Neurocomputing (2010)
Keyphrases
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echo state networks
recurrent neural networks
complex structures
real world
tree structure
financial time series
expert systems
dynamic time warping
topological properties
highly structured
moving average
complex data
geometric structure
prediction accuracy
multivariate time series
highly nonlinear
contact map