CHANG deep learning (lecturte6) class notes

 

Connection is set manually, weight and bias is out of tune, a neural network is a function parameter set

deep refers to the many hidden layers

It can be represented as a matrix operation easy

------------

 

Handwritten numbers Example:

Dimensional vector input 256, the output of 10 dimensions, each representing a digital output probability of 9,0 ...... 1

 

 Calculated loss is calculated cross-entropy loss of y and y ^

Find a θ * minimize the total loss

How to find the best parameter θ *, gradient descent θ *.

 

Guess you like

Origin www.cnblogs.com/lunotebook/p/11418757.html