What are the variants of ReLU?
An example of an AI chatbot conversation about the variants of ReLU activation functions.
What are the different variants of the ReLU activation function?
The main variants of ReLU include Leaky ReLU, Parametric ReLU, and Exponential Linear Unit (ELU). Would you like to know more about each?
Yes, please explain Leaky ReLU.
Leaky ReLU allows a small, non-zero gradient when the input is negative, which helps to prevent dead neurons.
What about Parametric ReLU?
Parametric ReLU is similar to Leaky ReLU, but the slope of the negative part is learned during training.
And ELU?
ELU aims to make the mean activations closer to zero, which can speed up learning. It has a smooth curve for negative inputs.
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