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Consider the two neural networks (NNs) shown in Figures 1 and 2, with ReLU activation (ReLU(z) = max{0, z}, ∀z ∈ 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, q, r in Figure 2 are the two NNs equivalent, when x1, x2, x3 are positive ?
Consider the two neural networks (NNs) shown in Figures 1 and 2, with ReLU activation (ReLU(z) = max{0, z}, ∀z ∈ 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, q, r in Figure 2 are the two NNs equivalent, when x1, x2, x3 are positive ?
Updated On: Aug 29, 2024
- p = 36, q = 24,r = 24
- p = 24, q = 24,r = 36
- p = 18, q = 36,r = 24
- p = 36, q = 36,r = 36
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The Correct Option is A
Solution and Explanation
The correct option is (A) : p = 36, q = 24,r = 24.
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