A Contractive Autoencoder (CAE) is an unsupervised Artificial Neural Network (ANN) with a regularization term controlling the internal representations. During its operation, the autoencoder extracts ...

In this case of Deep linear autoencoder, when we use six hidden layers with the following linear structure inside the encoder: 28 * 28 -> 512 -> 256 -> 128 -> 64 -> 16 -> 3, the performance of the ...

The widespread adoption of wearable devices enables continuous monitoring of physiological parameters like heart rate, offering valuable insights into health. However, consumer-grade wearable data ...