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Towards Data Science

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Activation Functions in Neural Networks: How to Choose the Right One

  • The activation function is a central component in every neural network.
  • It determines how strongly a neuron in the network is activated and thus decides which structures are learned from the data.
  • This article explores the properties of activation functions and compares commonly used functions.
  • Tips are provided on how to choose the right activation function for a network architecture and specific use case.

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