منابع مشابه
Expressiveness of Rectifier Networks
Rectified Linear Units (ReLUs) have been shown to ameliorate the vanishing gradient problem, allow for efficient back-propagation, and empirically promote sparsity in the learned parameters. Their use has led to state-of-the-art results in a variety of applications. In this paper, we characterize the expressiveness of ReLU networks. From this perspective, unlike the sign (threshold) and sigmoid...
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ژورنال
عنوان ژورنال: IET Power Electronics
سال: 2016
ISSN: 1755-4543,1755-4543
DOI: 10.1049/iet-pel.2015.0966