Search Results: Softplus function
Redirect to:
- From a short name: This is a redirect from a title that is a shortened form of a more complete page title, such as a person's full name or the unbroken title of a written work.
- Use this rcat (not {{R from initialism}} nor {{R from abbreviation}}) to tag redirects that are the initials of a person's name.
Rectified linear unit
Sabtu, 2026-07-18 04:20:01(2010) made a theoretical argument that the softplus activation function should be used, in that the softplus function numerically approximates the sum...
Click to read more »Softplus
Jumat, 2026-02-20 12:35:09above x {\displaystyle x} . The names softplus and SmoothReLU are used in machine learning. The name "softplus" (2000), by analogy with the earlier softmax...
Click to read more »LogSumExp
Senin, 2026-06-29 15:39:55The LogSumExp (LSE) (also called RealSoftMax or multivariable softplus) function is a smooth maximum – a smooth approximation to the maximum function,...
Click to read more »Logistic function
Minggu, 2026-08-23 02:57:55du=\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...
Click to read more »Binary entropy function
Rabu, 2025-11-26 23:07:41inverse function is the logistic function, which is the derivative of softplus. Softplus can be interpreted as logistic loss, so by duality, minimizing logistic...
Click to read more »Activation function
Jumat, 2026-07-03 20:51:18properties that may be useful. For instance, the strictly positive range of the softplus makes it suitable for predicting variances in variational autoencoders...
Click to read more »Feedforward neural network
Senin, 2026-08-24 19:09:21Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial basis functions...
Click to read more »Multilayer perceptron
Minggu, 2026-07-05 10:45:04Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial basis functions...
Click to read more »Sigmoid function
Jumat, 2026-06-19 12:32:08Statistical model for a binary dependent variable Logit – Function in statistics Softplus function – Smoothed ramp functionPages displaying short descriptions of...
Click to read more »Softmax function
Selasa, 2026-06-30 19:38:02discrete-discrete distribution needs to be mimicked in a differentiable manner. Softplus Multinomial logistic regression Dirichlet distribution – an alternative...
Click to read more »Convolutional neural network
Rabu, 2026-08-12 07:30:33the original (PDF) on 2016-12-13. Retrieved 2023-04-10. Rectifier and softplus activation functions. The second one is a smooth version of the first....
Click to read more »Gaussian logarithm
Jumat, 2026-08-14 10:37:51by the cost of evaluating these functions for addition and subtraction. Softplus operation in neural networks Zech's logarithm Logarithm table Logarithmic...
Click to read more »