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• An equivalent version of this shallow model in the context of a deep model could be represented as follows: y = ReLU ( x × ω 11 + β 11 ) × ω 21 + ReLU ( x × ω 12 + β 12 ) × ω 22 = ReLU ( x × 1 + 0 ) × ω LR + ReLU ( x × − 1 + 0 ) × − ω LR = ω LR x
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