Full speed connection layer

Classification and position adjustment is carried out via a full connection layer (FC), a data set before an after full connection layer parameters , dimensions , once the forward propagation (Forward) namely:

Computational complexity .

It will be the SVD, with a front and a value of approximately t features:

The original exploded front propagating into two steps:

Computational complexity becomes  .

When implemented, equivalent to a split into two fully connected layers, are connected to a middle lower dimension:

 

Guess you like

Origin www.cnblogs.com/pacino12134/p/11407924.html