C. cannot be said
D. it depends on gradient descent but not error surface
The question was asked in an online quiz.
My enquiry is from Backpropagation Algorithm topic in chapter Feedforward Neural Networks of Neural Networks
Explanation: Weight adjustment is proportional to negative gradient of error with respect to weight.