Entry: adapt
Aliases: adapt.NeuralNet adapt.R.NeuralNet adapt.C1.NeuralNet adapt.C2.NeuralNet adapt.C3.NeuralNet
Keywords: neural
Description: Adaptative on-line single pattern training
URL: ../../../library/AMORE/html/adapt.html

Entry: backpropagate.adapt.R.NeuralNet
Aliases: backpropagate.adapt.R.NeuralNet backpropagate.adapt.C.NeuralNet
Keywords: neural
Description: Backpropagates the single pattern error modifying accordingly the Neural Network's weights and biases.
URL: ../../../library/AMORE/html/backpropagate.adapt.R.NeuralNet.html

Entry: backpropagate.adapt.R.neuron
Aliases: backpropagate.adapt.R.neuron
Keywords: neural
Description: Backpropagates the single pattern error modifying accordingly the neuron's weights and bias.
URL: ../../../library/AMORE/html/backpropagate.adapt.R.neuron.html

Entry: error.TAO
Aliases: error.MSE error.LMLS error.TAO deltaE.MSE deltaE.LMLS deltaE.TAO
Keywords: neural
Description: Neural network training error criteria.
URL: ../../../library/AMORE/html/deltaE.html

Entry: forward.adapt.R.NeuralNet
Aliases: forward.adapt.R.NeuralNet forward.adapt.C.NeuralNet
Keywords: neural
Description: Perform the forward pass in the adaptative training.
URL: ../../../library/AMORE/html/forward.adapt.NeuralNet.html

Entry: forward.adapt.R.neuron
Aliases: forward.adapt.R.neuron
Keywords: neural
Description: Perform the neuron forward pass in the adaptative training.
URL: ../../../library/AMORE/html/forward.adapt.R.neuron.html

Entry: forwardpass.R.NeuralNet
Aliases: forwardpass.R.NeuralNet forwardpass.C.NeuralNet
Keywords: neural
Description: Simulate a Neural Network response.
URL: ../../../library/AMORE/html/forwardpass.NeuralNet.html

Entry: forwardpass.R.neuron
Aliases: forwardpass.R.neuron
Keywords: neural
Description: Simulate a neuron response.
URL: ../../../library/AMORE/html/forwardpass.neuron.html

Entry: init.neuron
Aliases: init.neuron
Keywords: neural
Description: Neuron constructor.
URL: ../../../library/AMORE/html/init.neuron.html

Entry: newff
Aliases: newff
Keywords: neural
Description: Feedforward Neural Network
URL: ../../../library/AMORE/html/newff.html

Entry: random.init.NeuralNet
Aliases: random.init.NeuralNet
Keywords: neural
Description: Initialize the network with random weigths and biases.
URL: ../../../library/AMORE/html/random.init.NeuralNet.html

Entry: random.init.neuron
Aliases: random.init.neuron
Keywords: neural
Description: Initialize the neuron with random weigths and bias.
URL: ../../../library/AMORE/html/random.init.neuron.html

Entry: restrict
Aliases: restrict
Keywords: neural
Description: Restrict the patterns to the [-1,1] interval.
URL: ../../../library/AMORE/html/restrict.html

Entry: select.activation.function
Aliases: select.activation.function
Keywords: neural
Description: Provides R code of the selected activation function.
URL: ../../../library/AMORE/html/select.activation.function.html

Entry: set.learning.rate.and.momentum
Aliases: set.learning.rate.and.momentum
Keywords: neural
Description: Set Learning rate and momentum.
URL: ../../../library/AMORE/html/set.learning.rate.and.momentum.html

Entry: sim.C.NeuralNet
Aliases: sim.NeuralNet sim.C.NeuralNet sim.R.NeuralNet
Keywords: neural
Description: Performs the simulation of a neural network providing the output values.
URL: ../../../library/AMORE/html/sim.NeuralNet.html

Entry: error.TAO
Aliases: hfun phifun dphifun
Keywords: neural
Description: TAO robust error criterium auxiliar functions.
URL: ../../../library/AMORE/html/taofun.html

Entry: train
Aliases: train
Keywords: neural
Description: Neural network training function.
URL: ../../../library/AMORE/html/train.html

Entry: train.compare
Aliases: train.compare
Keywords: neural
Description: Trains the same neural network according to different error criteria.
URL: ../../../library/AMORE/html/train.compare.html

Entry: training.report
Aliases: training.report
Keywords: neural
Description: Neural network training report generator function.
URL: ../../../library/AMORE/html/training.report.html
