Answered: 1. For the given network architecture…

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

Problem 1PE

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Question

1. For the given network architecture shown in Figure.1,
a) Apply Backpropagation algorithm to classifying the corresponding pattern in Table 1.

b) Determine the Error in the given network for both the input pattern.

c) Update weights for the input pattern using bipolar sigmoidal activation function.

Data/ Pattern
Defective work piece
Normal work piece
X1
X2
Note: Assume learning rate 0.11.
Table1. Input/output pattern
X1
0.66
0.11
0.34
0.33
Z
Figure 1
X2
0.52
0.23
0.73
Y
T
0.75
0.22

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