Iden layer and binary activation for output layer. Determine the Mean Square Error (MSE) in the given network for both the input pattern. Update weights (W5 and Wb1) for the input/ output patterns (White color ball) given below for one ration. h, Ws W1 Onet f(O,net) h net f(h,net) We E1 W; 0, W3 h net f(h net) O net f(O,net) lp: W4 Ws E2 W2 Wal b1 b2 Table1. Input/output pattern lp 2 Datal Pattern Vp 1 2 Red color ball 1 3 White color ball eights 2 2 3. 2.

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
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Author:James Kurose, Keith Ross
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Chapter1: Computer Networks And The Internet
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Question
1. For the given network architecture shown in Figure.1,
a) Apply feed forward algorithm for the corresponding pattern in Table 1 with binary activation function for the
hidden layer and binary activation for output layer.
b)
Determine the Mean Square Error (MSE) in the given network for both the input pattern.
c) Update weights (W5 and Wb1) for the input/ output patterns (White color ball) given below for one
iteration.
hi
W,
Ws
h net f(h,net)
Onet f(O,net)
W.
Ws
E1
O2
W
W,
p:
h net f(h,net)
O,net f(O,net
W.
E2
b
bz
Table1. Input/output pattern
Datal Pattern
ilp 1
i/p 2
Red color ball
2
White color ball
3
3
1
Weights
W1
2
W2
W3
W4
2
W5
2
W6
W7
2
W8
b1
b2
Wb1
1
Wb2
1
Note: Include the architecture in the solution. provide step by step procedure
Transcribed Image Text:1. For the given network architecture shown in Figure.1, a) Apply feed forward algorithm for the corresponding pattern in Table 1 with binary activation function for the hidden layer and binary activation for output layer. b) Determine the Mean Square Error (MSE) in the given network for both the input pattern. c) Update weights (W5 and Wb1) for the input/ output patterns (White color ball) given below for one iteration. hi W, Ws h net f(h,net) Onet f(O,net) W. Ws E1 O2 W W, p: h net f(h,net) O,net f(O,net W. E2 b bz Table1. Input/output pattern Datal Pattern ilp 1 i/p 2 Red color ball 2 White color ball 3 3 1 Weights W1 2 W2 W3 W4 2 W5 2 W6 W7 2 W8 b1 b2 Wb1 1 Wb2 1 Note: Include the architecture in the solution. provide step by step procedure
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