Question: ) Consider a one - layer non - linear neural network y = Sigmoid ( W x + b ) , if we have a

) Consider a one-layer non-linear neural network y = Sigmoid(W x + b), if we have a large initialization of parameter W, would this cause vanishing gradient or exploding gradient problem? Briefly discuss the reason.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!