us that our change for each weight should be proportional to the gradient. Choosing a proportionality constant and eliminating the minus sign to enable us to move the weight in the negative direction of the gradient to minimize error, we arrive at our target equation: . See also Stochastic gradient descent Backpropagation Rescorla–Wagner model – the origin of delta rule References Artificial neural networks