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Smoothed ramp function
above x {\displaystyle x} . The names softplus and SmoothReLU are used in machine learning. The name "softplus" (2000), by analogy with the earlier softmax
Softplus
Type of activation function
(2010) made a theoretical argument that the softplus activation function should be used, in that the softplus function numerically approximates the sum
Rectified_linear_unit
Entropy of a process with only two probable values
inverse function is the logistic function, which is the derivative of softplus. Softplus can be interpreted as logistic loss, so by duality, minimizing logistic
Binary_entropy_function
S-shaped curve
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
Logistic_function
Smooth approximation to the maximum function
The LogSumExp (LSE) (also called RealSoftMax or multivariable softplus) function is a smooth maximum – a smooth approximation to the maximum function,
LogSumExp
Artificial neural network node function
properties that may be useful. For instance, the strictly positive range of the softplus makes it suitable for predicting variances in variational autoencoders
Activation_function
Mathematical function having a characteristic S-shaped curve or sigmoid curve
Statistical model for a binary dependent variable Logit – Function in statistics Softplus function – Smoothed ramp functionPages displaying short descriptions of
Sigmoid_function
Type of artificial neural network
Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial basis functions
Feedforward_neural_network
Type of feedforward neural network
Alternative activation functions have been proposed, including the rectifier and softplus functions. More specialized activation functions include radial basis functions
Multilayer_perceptron
Smooth approximation of one-hot arg max
discrete-discrete distribution needs to be mimicked in a differentiable manner. Softplus Multinomial logistic regression Dirichlet distribution – an alternative
Softmax_function
Type of feedforward neural network
the 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.
Convolutional_neural_network
by the cost of evaluating these functions for addition and subtraction. Softplus operation in neural networks Zech's logarithm Logarithm table Logarithmic
Gaussian_logarithm
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Female
Hawaiian
Hawaiian myth name of the goddess of dance, fire, lightning, violence, and volcanoes, PELE means "lava." She is said to sometimes appear to people, resembling either a beautiful young woman or a frail old woman. Signs of her presence are fine golden strands of volcanic glass said to be her hair, or droplets of lava said to be her tears.
Girl/Female
Irish
Beautiful. Dear child.
Boy/Male
Hindu
Protector of religion
Surname or Lastname
English (now chiefly Lancashire)
English (now chiefly Lancashire) : from an unattested Old English personal name, Wilding, a derivative of Old English wilde ‘wild’, ‘savage’. It is also possible that it may be from a topographical term derived from the same vocabulary word. Compare Wild, but early forms with prepositions are not found.German : patronymic from Wilto, a short form of a Germanic personal name beginning with wild ‘wild’.
Girl/Female
Hindu, Indian
Very Bright; Sun Like Glow
Girl/Female
Tamil
Palace, One of the three worlds
Boy/Male
Indian
Irish meaning ancient, English meaning sharp
Boy/Male
Biblical
That closes the point, joy, cheerfulness.
Girl/Female
Indian
Jasmine, Flower
Girl/Female
Hindu
Salute, Bright star
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