Definition of Softplus. Meaning of Softplus. Synonyms of Softplus

- above x {\displaystyle x} . The names softplus and SmoothReLU are used in machine learning. The name "softplus" (2000), by analogy with the earlier softmax...
- \tanh(x)} is the hyperbolic tangent, and softplus ⁡ ( x ) {\displaystyle \operatorname {softplus} (x)} is the softplus function. Mish is non-monotonic and...
- inverse function is the logistic function, which is the derivative of softplus. Softplus can be interpreted as logistic loss, so by duality, minimizing logistic...
- Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial basis functions...
- properties that may be useful. For instance, the strictly positive range of the softplus makes it suitable for predicting variances in variational autoencoders...
- The LogSumExp (LSE) (also called RealSoftMax or multivariable softplus) function is a smooth maximum – a smooth approximation to the maximum function,...
- Statistical model for a binary dependent variable Logit – Function in statistics Softplus function – Type of activation functionPages displaying short descriptions...
- Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial basis functions...
- du=\ln u=\ln(1+e^{x}).} In artificial neural networks, this is known as the softplus function and (with scaling) is a smooth approximation of the ramp function...
- discrete-discrete distribution needs to be mimicked in a differentiable manner. Softplus Multinomial logistic regression Dirichlet distribution – an alternative...