Mean square error (± standard deviation) of different architectures on the denoising benchmark’s test set.
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Results are shown with and without constraint on the location of relevant inputs and after 50 epochs. Relevant inputs cannot appear in the N last time-steps, that is xt[1] = −1, ∀t > (T − N). In this experiment, results were obtained with T = 400.
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2021-06-08



