Convergence of deep convolutional neural networks

Deep Residual Learning for Image Recognition

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Error bounds for approximations with deep ReLU networks

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Universality of deep convolutional neural networks

Ding‐Xuan Zhou · Applied and Computational Harmonic Analysis · 2019 · 518 citations

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The Gap between Theory and Practice in Function Approximation with Deep Neural Networks

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Artificial Intelligence, Active Subscription, Engineering +24

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Geometric Learning, Deep Neural Networks, Engineering +13