Machine Learning.
(top) elements after the first layer. (The back propagation is exactly the same as auto encoders where the activation values for the lower ones are just zero, like drop out.) Contractive Auto Encoders This is the first time seeing this, and it looks incredibly similar to adding an sparse penalty.