smaller points and clarity of the equations, use of minus signs and symbols into account when we revise the paper

We thank the reviewers for their constructive comments. Here we will focus on the main concerns. This is a neuroscientific finding, which has been reviewed in e.g. Feedback alignment fails on simple problems and is known not work at all in deeper networks. AGREL dealt with a single hidden layer.