Updated assignment observations reference

Author: mrudhvika940

experiment/assignment.md

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+- What are the components of a competitive learning network?
+- Explain the difference between pattern clustering and feature mapping.
+- What is a self-organizing network?
+- What are the salient features of the Kohonen's self-organizing learning algorithm?
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experiment/observations.md

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+During the course of performance of the experiments, we understand the following:
+- The number of iterations help in capturing the pattern in an efficient way. But the network weights generally saturate after some iterations.
+- There is no significant change in the weight values of the nodes of CLNN after some iterations.
+- There cannot be an accurate capture of pattern, but a better approximation can be reached with more nodes in the network.
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experiment/references.md

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-### Link your references in here
+- B. Yegnanarayana, Artificial Neural Networks, New Delhi, India : Prentice-Hall of India, p. 201, 1999.
+- T. Kohonen, "Self-organized formation of topologically correct feature maps", Biol. Cybernet., vol. 43, pp. 59-69, 1982b.
+- T. Kohonen, Self-organization and Associative Memory, 3rd ed., Berlin: Springer-Verlag, 1989.
+- T. Kohonen, "Analysis of simple self-organizing process", Biol. Cybernet., vol. 44, pp. 135-140, 1982a.