What are the advantages of ReLU over sigmoid function in deep neural network?

時間 2020-01-25

標籤 advantages relu sigmoid function deep neural network 欄目系統網絡简体版

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The state of the art of non-linearity is to use ReLU instead of sigmoid function in deep neural network, what are the advantages? I know that training a network when ReLU is used would be faster, and

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1. What are the advantages of GoDapp?
2. What are Huge Pages and the advantages of using them?
3. What is 「Neural Network」
4. What are some advantages of using Node.js over a Flask API?
5. Exploring the teaching of deep learning in neural networks
6. Neural Networks and Deep Learning（week4）Deep Neural Network - Application（圖像分類）
7. Neural Networks and Deep Learning（week4）Building your Deep Neural Network: Step by Step
8. DIFFERENCE BETWEEN SOFTMAX FUNCTION AND SIGMOID FUNCTION
9. Must Know Tips/Tricks in Deep Neural Networks
10. What are some good books/papers for learning deep learning?

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