Essays about: "Fabian Schilling"

Found 1 essay containing the words Fabian Schilling.

  1. 1. The Effect of Batch Normalization on Deep Convolutional Neural Networks

    University essay from KTH/Centrum för Autonoma System, CAS

    Author : Fabian Schilling; [2016]
    Keywords : batch normalization; deep learning; convolutional neural network;

    Abstract : Batch normalization is a recently popularized method for accelerating the training of deep feed-forward neural networks. Apart from speed improvements, the technique reportedly enables the use of higher learning rates, less careful parameter initialization, and saturating nonlinearities. READ MORE