오소 - 2

Actvation Function

network를 비선형적으로 만들어주는 역할을 한다.

ex) Step function, sigmoid, ReLU, Tanh, Softmax, leakyReLU

 

Learning Stage(Training)

Reasoning Stage(Inference)

 

Pre-processing

1. Normalization

 

Summary

Machine learning -> Regression, Classification

Regression: Identity function

Classification: Softmax function

Batch processing's results can be obtaind much faster than usual