The patterns Xo, X1 and X2 are used to train a binary Hopfield neural network. The patterns are given as p 1 1]', X, = [1 -1 1 q 1 1]', . 1 -1] X, =[-1 1 1 X, =[-1 1 -1 r The connection matrix is...

Extracted text: The patterns Xo, X1 and X2 are used to train a binary Hopfield neural network. The patterns are given as p 1 1]', X, = [1 -1 1 q 1 1]', . 1 -1] X, =[-1 1 1 X, =[-1 1 -1 r The connection matrix is found to be -3 +1 +1 -1 +1 -3 -1 -1 +1 -1 +1 W = -1 -1 +1 +3 +1 -1 -1 -3 +1 -1 +1 +1 -3 +1 +1 -1 +3 +1 +1 Determine p, q and r and E(X,), E(X¡), E(X2). Perform two synchronous iterations of the network for the pattern S(0) =[1 -1 1 -1 1 1] and obtain E(s(0)), E(s(1)), E(s(2)). Comment on the results.