Theoretical Induction

Contents:

• Linear Transformation of Matrices
• Fully Connected Layers
  • Example
• ReLu
• Dropout Layer
• Softmax
• Max Pooling Layer
• Max Unpooling Layer
• Convolutional Layer
  • Example
• Transposed Convolutional Layer
• Mean Square Loss
• Cross Entropy Loss