Amrita Vishwa Vidyapeetham 2007 M.C.A Neural Networks - Question Paper

M.C.A. Dec 2007
Neural Networks
Time : 3 hours Maximum : 100 marks
ans any 5 ques..
All ques. carry equal marks.
1. (a) With suitable illustration, discuss the Biological Neural networks. (10)
(b) Give the steps for construction of neural networks.
(10)
2. (a) Explain the concept and simulator of Boltzmann Machine. (15)
(b) Write about unsupervised learning tasks. (5)
3. (a) Give a detailed description on conceptual dependency. (14)
(b) Write the benefits of Artificial Neural Networks. (6)
4. (a) Write about the back propagation network and its applications. (10)
(b) Describe any 1 training algorithm in single layer.
(10)
5. (a) Explain the concepts of bi-directional associative memory in detail. (10)
(b) Write notes on Hopfield network structure. (10)
6. (a) Explain continuous and adaptive with examples.
(12)
(b) Write about competitive. (8)
7. (a) Discuss the adaptive resonance theory network description in detail. (15)
(b) Write about Neocognitron. (5)
8. (a) Explain in detail about optical neural network.
(b) Discuss in detail about Holographic correlators.

Earning:   Approval pending.