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ICA
2010
Springer
15 years 10 days ago
Time Series Causality Inference Using Echo State Networks
One potential strength of recurrent neural networks (RNNs) is their – theoretical – ability to find a connection between cause and consequence in time series in an constraint-...
Norbert Michael Mayer, Oliver Obst, Chang Yu-Chen
75
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JCNS
2011
63views more  JCNS 2011»
14 years 8 months ago
Estimating the directed information to infer causal relationships in ensemble neural spike train recordings
Christopher J. Quinn, Todd P. Coleman, Negar Kiyav...
JMLR
2010
62views more  JMLR 2010»
14 years 8 months ago
Introduction to Causal Inference
Peter Spirtes