AI, Machine Learning, Artificial Intelligence, Deep Learning, Data Science.
the model learn more meaningful features by forcing it to focus on the most important information in the data. To achieve sparsity in an autoencoder, we add a penalty term to the loss function that encourages the hidden representation to have a small number of active neurons. To define this penalty