MNIST Hand Written Images Processing

Date

September 01, 2017

Category
Classification, Data Analysis, Deep Learning, Matlab, Model Building, Neural Network, Text

MNIST Hand Written Images Processing

I implemented this simple neural network in Matlab and this model allows you to choose:

  1. Different early stopping criteria
  2. Different cost functions: a.Quadratic; b.Cross-entropy; c.Log-likelihood; 
  3. SGD or Momentum 
  4. No regularization or L2 Rgularization
  5. Different transfer(activation) functions: a.tanh; b.softmax; c.ReLU;
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