Collaboration diagram for BackPropagation Algorithm Learning:
|
Functions | |
| C_NNFW_API NnfwLearningAlgorithm * | NnfwBackPropagationCreate (NnfwBaseNeuralNet *net, Real learn_rate, int n,...) |
| C_NNFW_API void | NnfwBackPropagationEnableMomentum (NnfwLearningAlgorithm *bp, int enable) |
| C_NNFW_API void | NnfwBackPropagationSetLearnRate (NnfwLearningAlgorithm *bp, Real rate) |
| C_NNFW_API void | NnfwBackPropagationSetMomentum (NnfwLearningAlgorithm *bp, Real mom) |
| C_NNFW_API Real | NnfwBackPropagationLearnRate (NnfwLearningAlgorithm *bp) |
| C_NNFW_API Real | NnfwBackPropagationMomentum (NnfwLearningAlgorithm *bp) |
| C_NNFW_API void | NnfwBackPropagationLearn (NnfwLearningAlgorithm *bp, NnfwPatternSet *pset) |
| C_NNFW_API Real | NnfwBackPropagationCalcMSE (NnfwLearningAlgorithm *bp, NnfwPatternSet *pset) |
| C_NNFW_API Real NnfwBackPropagationCalcMSE | ( | NnfwLearningAlgorithm * | bp, | |
| NnfwPatternSet * | pset | |||
| ) |
Calculate the MSE over PatternSet passed
| C_NNFW_API NnfwLearningAlgorithm* NnfwBackPropagationCreate | ( | NnfwBaseNeuralNet * | net, | |
| Real | learn_rate, | |||
| int | n, | |||
| ... | ||||
| ) |
Create a BackPropagation Algorithm
| neuralnet | is the Neural Network to teach (optimize) | |
| lear_rate | is the learning rate to use | |
| n | is the number of successive elements that specifies the teaching order | |
| ... | is the order of backpropagation of the error (usually the reverse order of spreading) |
| C_NNFW_API void NnfwBackPropagationEnableMomentum | ( | NnfwLearningAlgorithm * | bp, | |
| int | enable | |||
| ) |
Enable/Disable momentum
| C_NNFW_API void NnfwBackPropagationLearn | ( | NnfwLearningAlgorithm * | bp, | |
| NnfwPatternSet * | pset | |||
| ) |
Iterate over PatternSet passed and teach the net
| C_NNFW_API Real NnfwBackPropagationLearnRate | ( | NnfwLearningAlgorithm * | bp | ) |
Return Learn Rate
| C_NNFW_API Real NnfwBackPropagationMomentum | ( | NnfwLearningAlgorithm * | bp | ) |
Return Momentum Rate
| C_NNFW_API void NnfwBackPropagationSetLearnRate | ( | NnfwLearningAlgorithm * | bp, | |
| Real | rate | |||
| ) |
Set Learn Rate
| C_NNFW_API void NnfwBackPropagationSetMomentum | ( | NnfwLearningAlgorithm * | bp, | |
| Real | mom | |||
| ) |
Set Momentum Rate
