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. 2017 Jul 14;12(7):e0180944. doi: 10.1371/journal.pone.0180944

Fig 2. The flowchart of the single layer autoencoder.

Fig 2

The model learns a hidden feature a(x) from input x by reconstructing it on x'. Here,W1 and W2 are the weight of t he hidden layer and the reconstruction layer, respectively. b1 and b2 are the bias of the hidden layer and the reconstruction layer, respectively.