a) Train the autoassociative network for input vector [-1 1 1 1] and test the network for the same input vector. Test the autoassociative network with one missing, one mistake, two missing and two mistake entries in test vector. b) Train a heteroassociative memory network using Hebb rule to store row vector s=(s1, S2, S3, S4) to the output row vector t=(t1, t2). The vector pairs are given below: Input targets S2 S3 t, 1st 1 1 1 2nd 1 1 1 3rd 1 1 1 4th 0 0 1 1 1

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
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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This the Syllabus: Module No. 1 Neural Networks Backpropagation network, Backpropagation History, Mathematical model of neuron, ANN architectures, Learning rules, Learning Paradigms. Perceptron network, learning and its applications,Variants of BPA. Module No. 2 Associative Memory: Auto Hetero, Exponential BAM, Applications.
a) Train the autoassociative network for input vector [-1 1 1 1] and test the network for the
4
same input vector. Test the autoassociative network with one missing, one mistake, two
missing and two mistake entries in test vector.
b) Train a heteroassociative memory network using Hebb rule to store row vector
s=(S1, S2, S3, S4) to the output row vector t =(t1, t2). The vector pairs are given below:
Input targets s,
S2
t,
1st
1
1
1
2nd
1
1
1
3rd
1
1
1
4th
0 0 1 1 0 1
Transcribed Image Text:a) Train the autoassociative network for input vector [-1 1 1 1] and test the network for the 4 same input vector. Test the autoassociative network with one missing, one mistake, two missing and two mistake entries in test vector. b) Train a heteroassociative memory network using Hebb rule to store row vector s=(S1, S2, S3, S4) to the output row vector t =(t1, t2). The vector pairs are given below: Input targets s, S2 t, 1st 1 1 1 2nd 1 1 1 3rd 1 1 1 4th 0 0 1 1 0 1
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