Time-shift selection for reservoir computing using a rank-revealing QR algorithm.
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DOI: 10.1063/5.0141251
Abstract: Reservoir computing, a recurrent neural network paradigm in which only the output layer is trained, has demonstrated remarkable performance on tasks such as prediction and control of nonlinear systems. Recently, it was demonstrated that adding… read more here.
Keywords: time; shift selection; reservoir; time shift ... See more keywords