Suppose that we have a linear autoassociator that has been designed for Q orthogonal prototype vectors of length R using the Hebb rule. The vector elements are either 1 or -1.
i. Show that the Q prototype patterns are eigenvectors of the weight matrix.
ii. What are the other (R - Q ) eigenvectors of the weight matrix?