individually to say please this is the direction that each unit should change in in order to make this number go lower you see how this is much more information than the perturbation learning in the perturbation learning all the units simply know well the four was bad and now is better so let's you know change a bit and here you have detailed instructions for each unit because of the back propagation algorithm so ultimately people have kind of thought that since back propagation wasn't really possible with biological