[230106] CNN - Shallow CNN

Shallow CNN

Shallow Neural Network

Conv1 : 3x3 Convolution + sigmoid
Max Pool : Max Pooling
FC : Fully Connected Layer + sigmoid

- Backpropagation in Shallow Neural Network

• Update the weights in backpropagation

• Backpropagation in Shappow Neural Network (W2)

• W2 수식

• Backpropagation in Shappow Neural Network (W1)

• W1 수직

- Max Pooling backpropagation

• Max Pooling backpropagation