empirical performance, activation functions also have different mathematical properties: Nonlinear When the activation function is non-linear, then a two-layer...

networks, the rectifier or ReLU (rectified linear unit) activation function is an activation function defined as the positive part of its argument: f ( x...

logistic function to multiple dimensions, and used in multinomial logistic regression. The softmax function is often used as the last activation function of...

wide variety of sigmoid functions including the logistic and hyperbolic tangent functions have been used as the activation function of artificial neurons...

Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial...

the activation with the learnable parameter β, though researchers usually let β = 1 and do not use the learnable parameter β. For β = 0, the function turns...

Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial...

one example of the problem cause, traditional activation functions such as the hyperbolic tangent function have gradients in the range [-1,1], and backpropagation...

transcription machinery is referred to as an "activating region" or "activation domain". Most activators function by binding sequence-specifically to a regulatory...

function and activation functions do not matter as long as they and their derivatives can be evaluated efficiently. Traditional activation functions include...