Artificial Neural Network: USE KOHONEN SOM to cluster 4 vectors. The maximum number of clusters to be formed is 2. The learning rate (or, gain term ɳ(t)=0.8. Do the training for 5 epochs and compute the final weights. ɳ(t+1)= ɳ(t)/2 Vectors:|02 1000003 11100 000002Initial Weight Matrix is :0.7 0.30.9 0.10.20.20.10.1 |0.70.3 0.8(Use the direction of the arrow in each epoch and dividethe learning rate by 2 after each epoch. Do not forget tonormalize the vectors.

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Computer Networking: A Top-Down Approach (7th Edition)

7th Edition

ISBN:9780133594140

Author:James Kurose, Keith Ross

Publisher:James Kurose, Keith Ross

Chapter1: Computer Networks And The Internet

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Artificial Neural Network:

USE KOHONEN SOM to cluster 4 vectors. The maximum number of clusters to be formed is 2. The learning rate (or, gain term ɳ(t)=0.8. Do the training for 5 epochs and compute the final weights.

ɳ(t+1)= ɳ(t)/2

Vectors:
|0
2 100
0003 1
1100 0
00002
Initial Weight Matrix is :
0.7 0.3
0.9 0.1
0.20.2
0.1
0.1 |0.7
0.3 0.8
(Use the direction of the arrow in each epoch and divide
the learning rate by 2 after each epoch. Do not forget to
normalize the vectors.

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