Jawaharlal Nehru Technological University Anantapur 2011-3rd Year B.Tech Biomedical Engineering Artificial Neural Networks s, - Question Paper

Jawaharlal Nehru Technological University, Anantapur

ans any 5 ques.
All ques. carry equal marks Max Marks:80

1. (a) elaborate Artificial neural networks? elaborate their characteristics?
(b) discuss the historical development of Artificial neural networks? [16]

2. elaborate the basic learning laws? discuss the weight updation rules in every learning law? [16]

3. (a) explain adaptive filtering technique in single layer perceptron with its algorithms and convergence concept?
(b) Write about the working of LMS Algorithm with a numerical example. presume suitable input and weight matrix? [8+8]

4. Draw and discuss architectural graph of a multi layer perceptron with 2 hidden layers? [16]

5. State and discuss the Ex-OR problem? Also discuss how to overcome it? [16]

6. Write solution of XOR issue using Radial Basis Function network? [16]

7. (a) What is adaptive vector quantization? What is learning vector quantization?
(b) discuss the difference ranging from trend clustering and feature mapping? [10+6]

8. How can an Artificial Neural Network be applied in business? provide few applications? [16]

Earning:   Approval pending.