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08/23/2017
Classification via Tensor Decompositions of Echo State Networks
This work introduces a tensor-based method to perform supervised classif...
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03/13/2017
Comparison of echo state network output layer classification methods on noisy data
Echo state networks are a recently developed type of recurrent neural ne...
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04/11/2016
Reservoir computing for spatiotemporal signal classification without trained output weights
Reservoir computing is a recently introduced machine learning paradigm t...
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02/19/2015
Finding Dantzig selectors with a proximity operator based fixed-point algorithm
In this paper, we study a simple iterative method for finding the Dantzi...
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01/20/2015