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The GELU Activation Function in Neural Networks

The GELU (Gaussian Error Linear Unit) function multiplies each input by the probability that a standard normal falls below that input. The result is a smooth curve with a continuous derivative that weights inputs by their magnitude, and it has become the default activation inside BERT and GPT.