Machine Learning, Single Layer Perceptron, Neural Networks, Matlab.
minimize the loss function, we compute the gradients of the loss function with respect to the weights and biases using the chain rule. The gradients with respect to the weights and biases are given by: Update rule We update the weights and biases using the computed gradients and a learning rate