tanhUnit: Continuous Tan-Sigmoid unit function.

In darch: Package for Deep Architectures and Restricted Boltzmann Machines

Description

Calculates the unit activations and returns them in a list.

Usage

tanhUnit(input, ...)

Arguments

input	Input for the activation function.
...	Additional parameters, not used.

Value

A list with the activation in the first entry and the derivative of the transfer function in the second entry.

See Also

Other darch unit functions: exponentialLinearUnit, linearUnit, maxoutUnit, rectifiedLinearUnit, sigmoidUnit, softmaxUnit, softplusUnit

Examples

## Not run: 
data(iris)
model <- darch(Species ~ ., iris, darch.unitFunction = "tanhUnit")

## End(Not run)

darch documentation built on May 29, 2017, 8:14 p.m.