Backpropagation, Mathematics, Calculus, Machine Learning, Neural Networks.
weights and biases remain the same size, each training example can be though of as ‘swaying’ the gradient in some direction. I don’t have the vector and matrix mathematics for this kind of calculation in any more depth than that intuitive explanation with multiple training examples, but maybe