Why is deep learning taking off? 深度学习为什么会兴起?

Deep learning is taking off due to a large amount of data available through the digization of the society, faster computation and innovation in development of neural network algorithm. 由于数字社会大量数据轻易获取、更快的计算和神经网络算法发展的创新,深度学习得益于兴起。

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Two things have to be considered to get to the high level of performance:

  1. Being able to train a big enough neural network
  2. Huge amount of labeled data

The process of training a neural network is iterative.(训练神经网络是迭代过程:从提出概念、编码及实验)

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It could take a good amount of time to train a neural network,which affects your productivity. Faster computation helps to iterate and improve new algorithm.

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