We have the following input/target pairs:
The first two pair each occurs with probability of 0.25, and the third pair occurs with probability 0.5. We want to train a single-neuron ADALINE network without a bias to perform the desired mapping.
i. Draw the network diagram.
ii. What is the maximum stable learning rate?
iii. Perform one iteration of the LMS algorithm. Apply the input p1 and use a learning rate of a = 0.1. Start from the initial weights
