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Delving Deep into Rectifiers: Surpassing Human-Level ...

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human-level performance (5.1%, [26]) on this dataset. 1. Introduction Convolutional neural networks (CNNs) [19, 18] have demonstrated recognition accuracy better than or compara-ble to humans in several visual recognition tasks, includ-ing recognizing traffic signs [3], faces [34, 32], and hand-written digits [3, 36].

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