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Management Support Systems

Notes 7. Explain the concept of hidden layers in neural networks.
8. Discuss the major concepts related to Network Information Processing.
9. Illustrate the backpropagation architecture of neural network.
10. Each network contains several thousand highly interconnected neurons. Comment.

Answers: Self Assessment

1. Neural networks 2. Neural networks

3. Networks 4. Synapse
5. Feedforward back 6. Hidden layer
7. Outputs 8. Connection weights

9. Summation 10. Transformation
11. Threshold value 12. Backpropagation
13. Training 14. Black-box testing
15. Implementation

11.6 Further Readings

Books Daniel Power, 2002, Decision Support Systems: Concepts and Resources for Managers,
Greenwood Publishing Group
Efraim Turban, 1995, Decision Support and Expert Systems: Management Support
Systems, Prentice Hall
Harry Katzan, 1984, Management Support Systems, Van Nostrand Reinhold
Company

K. Sarukesi, 2004, Decision Support Systems, PHI Learning Pvt. Ltd.

Online links http://nordbotten.com/articles/NN.pdf
http://web.iitd.ac.in/~sumeet/Jain.pdf

http://www.jatit.org/volumes/research-papers/Vol5No1/1Vol5No6.pdf
http://www.uncg.edu/ism/ism611/neuralnet.pdf

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