nuget
Created by kenny on 5/23/14.
BackErrorPropagation
01 Syntax
Microsoft.VisualBasic.MachineLearning.RestrictedBoltzmannMachine.nn.rbm.learn.BackErrorPropagation
02 Methods
| Name | Overloads | Summary |
|---|---|---|
| feedFoward | 1 | feed forward |
| calculateErrors | 1 | calculate the error |
| adjustWeights | 1 | depending on the error, adjust the weights |
| calculateAvgSquaredError | 1 | calculate the average squared error between the output layer and teacher signal |
| learn | 1 | |
| backPropagate | 1 |
03 Members
feedFoward(RBM, DenseMatrix)
feed forward
calculateErrors(DenseMatrix, DenseMatrix)
calculate the error
depending on the error, adjust the weights
calculateAvgSquaredError(DenseMatrix, DenseMatrix)
calculate the average squared error between the output layer and teacher signal