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In this paper, a robust echo state network with correntropy induced loss function (CLF) is presented. CLF is robust to outliers through the mechanism of correntropy which is widely applied in information theoretic learning. The proposed method can improve the anti-noise capacity of echo state network and overcome its problem of being sensitive outliers which are prevalent in real-world tasks. The...
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