Question 1) Below is a diagram of a single-layer three-inputs perceptron : X1 X2 X3 Pattern X1 X2 X3 1 W1 W3 W2 P1 1 0 0 Net Suppose that the weights corresponding to the three inputs have the following values: W1=2 ; w2=-4; Activation functions And the bias is equal to : 2 and the activation of the neuron is given by the step-function ,and the threshold level =2. Calculate what will be the output values (Y) of the unit for each of the following input patterns: P2 1 1 0 ;w3=1 P3 1 1 1 P4 0 1 0

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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Question 1)
Below is a diagram of a single-layer three-inputs perceptron :
W1=2
X1
X2
X3
Pattern
X1
X2
X3
1
W1
W3
b
P1
0
0
W2
Suppose that the weights corresponding to the three inputs have the
following values:
Net
; w2=-4;
And the bias is equal to : 2
and the activation of the neuron is given by the step-function ,and the
threshold level =2.
Activation
functions
Calculate what will be the output values (Y) of the unit for each of the
following input patterns:
P2
1
0
Y
;w3=1
P3
1
1
1
P4
0
1
0
Transcribed Image Text:Question 1) Below is a diagram of a single-layer three-inputs perceptron : W1=2 X1 X2 X3 Pattern X1 X2 X3 1 W1 W3 b P1 0 0 W2 Suppose that the weights corresponding to the three inputs have the following values: Net ; w2=-4; And the bias is equal to : 2 and the activation of the neuron is given by the step-function ,and the threshold level =2. Activation functions Calculate what will be the output values (Y) of the unit for each of the following input patterns: P2 1 0 Y ;w3=1 P3 1 1 1 P4 0 1 0
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