Question 1) Below is a diagram of a single-layer three-inputs perceptron : X1 W1 X2 W2 Activation Net Y functions W3 X3 b. Suppose that the weights corresponding to the three inputs have the following values : Wi=2 ; w2=-4; ;w3=1 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: Pattern P1 P2 P3 P4 X1 1 X2 1 1 1 X3 0. 1

Computer Networking: A Top-Down Approach (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)
Below is a diagram of a single-layer three-inputs perceptron :
X1
W1
X2
W2
Activation
Net
Y
functions
W3
X3
1
Suppose that the weights corresponding to the three inputs have the
following values :
W1=2
; w2=-4;
;w3=1
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:
Pattern
P1
P2
P3
Р4
X1
1
X2
1
1
1
X3
0.
1
Transcribed Image Text:Question 1) Below is a diagram of a single-layer three-inputs perceptron : X1 W1 X2 W2 Activation Net Y functions W3 X3 1 Suppose that the weights corresponding to the three inputs have the following values : W1=2 ; w2=-4; ;w3=1 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: Pattern P1 P2 P3 Р4 X1 1 X2 1 1 1 X3 0. 1
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