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1. Consider the following reference vectors : a1 = [-1 1 -1] , a2 = [-1 -1 1] Design Hamming, Hop...

1. Consider the following reference vectors :

a1 = [-1 1 -1] , a2 = [-1 -1 1]
Design Hamming, Hopfield and Perceptron neural network to recognize these two patterns respectively. Test their operation by applying several different input vectors. Discuss the advantages and disadvantages of each network.
2. Write Matlabprogram to implement the perceptron learning rule. Test this program by training networks to reproduce the AND, NOR and NAND functions. Try different initial conditions. Attempt to try a network to reproduce the XOR function. Explain your results.

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