AI article

Activation Functions in Neural Networks: Sigmoid, Tanh, ReLU, GELU

Community description: Why neural networks need activation functions. Sigmoid, tanh, ReLU, GELU and softmax in plain English, with a comparison table and a rule for choosing one.

Dev.to | Oct 13, 2026 | Anish Rane

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TL;DR: Why neural networks need activation functions. That second step is the activation function. Can I use different activation functions in different layers?

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