First, the loss function of the contractive autoencoder is designed. Using a lot of vibration signal fragments combined with a gradient descent algorithm to optimize network parameters. Then, slice a ...

Furthermore, using a contractive autoencoder, which adds a penalty based on the Frobenius norm of the Jacobian of the encoder's output with respect to the input, ...

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Saiba como evitar o overfitting e melhorar seus autoencoders com técnicas de regularização esparsas, denoising, variacionais, contratuais e adversarial.

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