Using Skip connections for the fully connected layer


(geethasaikrishna) #1

I am new to the course &I completed till lesson 4.

When I used the learn.summary, it has showed two FC layers connected one after the other till the output sofmax. I am wondering if we could do a skip connection even for the FC layers. Doing so can we increase the number of FC layers & get accuracy gains?

If anyone has any experiments done with adding more FC layers or FC layers with skip connections it would be really helpful to know your experience.