Part A

1. Apply LVQ1 algorithm on the following data: T={i1=(1.1, 1.7, 1.8); i2=(0,0,0);i3=(0,1.5,1.5);i4=(1,0,0);i5=(0.5,0.5,0.5);i6=(1,1,1)}. Assume appropriate weights and learning rate. 10

2. Discuss the procedure for updating weights using ART1 algorithm.

Part B

3.Discuss the supervised training algorithm proposed by Williams and Zipser.

5

4. Discuss the various polynomial networks. 5

5. What is maxnet? Explain with an example. 5