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Tag: Activation functions

ReLU, Sigmoid & Tanh Activation Functions

Why do we use ReLU activation function over sigmoid or tanh? Why activation functions suffer from vanishing gradient problem?

Tagged with Activation functions, CNN, Deep learning, ReLU Posted on March 3, 2021

Activation Function & its Non-Linearity

What is an activation function?
What is linearity or non-linearity?
Why do we use a non-linear activation function?

Tagged with Activation functions, Convolutional Neural Networks, Deep learning, Machine Learning, Non-linearity Posted on February 16, 2021

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