GATE | DA | 2024 |Machine learning | Question 18

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Consider the two neural networks (NNs) shown in Figures 1 and 2, with π‘…π‘’πΏπ‘ˆ activation (π‘…π‘’πΏπ‘ˆ(𝑧) = max{0, 𝑧}, βˆ€π‘§ ∈ ℝ). ℝ denotes the set of real numbers. The connections and their corresponding weights are shown in the Figures. The biases at every neuron are set to 0. For what values of 𝑝, π‘ž, π‘Ÿ in Figure 2 are the two NNs equivalent, when π‘₯1 ,π‘₯2 , π‘₯3 are positive?

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(A) 𝑝 = 36, π‘ž = 24,π‘Ÿ = 24

(B) 𝑝 = 24, π‘ž = 24,π‘Ÿ = 36

(C) 𝑝 = 18, π‘ž = 36,π‘Ÿ = 24

(D) 𝑝 = 36, π‘ž = 36,π‘Ÿ = 36

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GATE DA 2024,GATE DA Machine Learning Quiz
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