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darch (version 0.10.0)

sigmUnitFunc: Calculates the neuron output with the sigmoid function

Description

Calculates the neuron output with the sigmoid function from binary input saved in the second entry of the list dataList.

Usage

sigmUnitFunc(rbm, dataList, biases, weights, runParams)

Arguments

rbm

A instance of the class RBM.

dataList

A list with the data matrices for the calculations.

biases

The biases for the calculations

weights

The weight matrix for the calculations

runParams

Parameters which indicates the status of the training.

Value

The real value and binary activations for the units

Details

The return value is a list with the output of the sigmoid function as first entry and binary representation calculated through a comparison of the output with random numbers. The random numbers a generated with the function runif.

See Also

Other RBM unit functions: linearUnitFunc; sigmUnitFuncSwitch