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Q5) The following diagram represents a feed-forward ANN with two hidden layers : W 1,1 W 13 W 3,1 X VI W1,2 W 14 W 2,1 W 2,3 W 2,4 W 4,2 W 22 And the values of all the weights in the network are listed in the table below: WII -2 W1,2= 2 W2,1 =4 W22 = -1 W1,3 3 W1,4= 1 W23=-3 W3,1 = 3 W4,2 6 W24= 5 !! Assume each of the neurons (vl, v2, v3, and v4) uses a step function with threshold value equals to 3 whereas (yl and y2) use sign function with threshold value equals to 4. Calculate the outputs of the network (yl & y2) for cach of the following input patterns: Pattern I/O P1 P2 P3 P4 X1 X2 1 YI Y2

Q5) The following diagram represents a feed-forward ANN with two hidden layers : W 1,1 W 13 W 3,1 X VI W1,2 W 14 W 2,1 W 2,3 W 2,4 W 4,2 W 22 And the values of all the weights in the network are listed in the table below: WII -2 W1,2= 2 W2,1 =4 W22 = -1 W1,3 3 W1,4= 1 W23=-3 W3,1 = 3 W4,2 6 W24= 5 !! Assume each of the neurons (vl, v2, v3, and v4) uses a step function with threshold value equals to 3 whereas (yl and y2) use sign function with threshold value equals to 4. Calculate the outputs of the network (yl & y2) for cach of the following input patterns: Pattern I/O P1 P2 P3 P4 X1 X2 1 YI Y2

Computer Networking: A Top-Down Approach (7th Edition)
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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Q5) The following diagram represents a feed-forward ANN with two hidden layers : W 1,1 W 1,3 W 3.1 X. VI V1 Y, W12 W 14 W 2.1 W 23 W 2,4 W 4,2 X2 W 2,2 V: And the values of all the weights in the network are listed in the table below: W1,3= 3 W1,4 1 W3,1 = 3 W4,2 6 W11=-2 W1,2=2 W21 = 4 W22 = -1 W23=-3 W24= 5 Assume each of the neurons (vl, v2, v3, and v4) uses a step function with threshold value equals to 3 whereas (yl and y2) use sign function with threshold value equals to 4. Calculate the outputs of the network (yl & y2) for cach of the following input patterns: Pattern I/O P1 P2 P3 Р4 X1 1 X2 1 1 Y1 Y2
Transcribed Image Text:Q5) The following diagram represents a feed-forward ANN with two hidden layers : W 1,1 W 1,3 W 3.1 X. VI V1 Y, W12 W 14 W 2.1 W 23 W 2,4 W 4,2 X2 W 2,2 V: And the values of all the weights in the network are listed in the table below: W1,3= 3 W1,4 1 W3,1 = 3 W4,2 6 W11=-2 W1,2=2 W21 = 4 W22 = -1 W23=-3 W24= 5 Assume each of the neurons (vl, v2, v3, and v4) uses a step function with threshold value equals to 3 whereas (yl and y2) use sign function with threshold value equals to 4. Calculate the outputs of the network (yl & y2) for cach of the following input patterns: Pattern I/O P1 P2 P3 Р4 X1 1 X2 1 1 Y1 Y2
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