Artificial-Intelligence
January 5, 2025Artificial-Intelligence
January 5, 2025Artificial-Intelligence
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Question 5
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A neuron with 3 inputs has the weight vector [0.2 –0.1 0.1]T and a bias θ = 0. If the input vector is X = [0.2 0.4 0.2]T then the total input to the neuron is :
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0.20
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1.0
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0.02
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–1.0
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Question 5 Explanation:
Total input to neuron f(x)=(WTXX)+Ⲑ
=(0.2*0.2)+(-0.1*0.4)+(0.1*0.2)
=0.04-0.04+0.02
=0.02
=(0.2*0.2)+(-0.1*0.4)+(0.1*0.2)
=0.04-0.04+0.02
=0.02
Correct Answer: C
Question 5 Explanation:
Total input to neuron f(x)=(WTXX)+Ⲑ
=(0.2*0.2)+(-0.1*0.4)+(0.1*0.2)
=0.04-0.04+0.02
=0.02
=(0.2*0.2)+(-0.1*0.4)+(0.1*0.2)
=0.04-0.04+0.02
=0.02