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 (W2 and Wb2) for the input/ output patterns (White color ball) given below for one iteration.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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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 (W2 and Wb2) for the input/ output patterns (White color ball) given below for one
iteration.
01
h1
W 5
O̟net f(O,net)
W1
h¡net \f(h,net)
E1
i/pi
W3
W 7
W2
h2
W6
O̟net f(O,net
h,net f(h,net)
Ws
E2
i/p2
W 4
b2
W bl
Wb2
b2
b1
b1
Table1. Input/output pattern
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 (W2 and Wb2) for the input/ output patterns (White color ball) given below for one iteration. 01 h1 W 5 O̟net f(O,net) W1 h¡net \f(h,net) E1 i/pi W3 W 7 W2 h2 W6 O̟net f(O,net h,net f(h,net) Ws E2 i/p2 W 4 b2 W bl Wb2 b2 b1 b1 Table1. Input/output pattern
Table1. Input/output pattern
Data/ Pattern
i/p 1
i/p 2
Red color ball
1
1
White color ball
2
2
Weights
W1
1
W2
1
W3
1
W4
1
W5
W6
W7
W8
2
b1
1
b2
Wb1
1
Wb2
2
Note: Include the architecture in the solution. provide step by step procedure
N N N N
Transcribed Image Text:Table1. Input/output pattern Data/ Pattern i/p 1 i/p 2 Red color ball 1 1 White color ball 2 2 Weights W1 1 W2 1 W3 1 W4 1 W5 W6 W7 W8 2 b1 1 b2 Wb1 1 Wb2 2 Note: Include the architecture in the solution. provide step by step procedure N N N N
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