Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
feature is computed across different regions of the image and hence, a cat is detected irrespective of whether it is at position ior i+1 . 10. Sparse Representations We can place penalties on even the activation values of the units which indirectly imposes a penalty on the parameters. This leads to