The following graph shows how the costs compare for the Additive Gaussian Noise autoencoder and the Sparse autoencoder:
Cost comparison of two autoencoders for five epochs on the MNIST dataset
Comparing the Sparse encoder with the Additive Gaussian Noise encoder
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