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Function Approximation and Nonlinear Regression

Create a neural network to generalize nonlinear relationships between example inputs and outputs

Functions

nnstart Neural network getting started GUI
nftool Neural network fitting tool
view View neural network
fitnet Function fitting neural network
feedforwardnet Feedforward neural network
cascadeforwardnet Cascade-forward neural network
train Train neural network
trainlm Levenberg-Marquardt backpropagation
trainbr Bayesian regulation backpropagation
trainscg Scaled conjugate gradient backpropagation
trainrp Resilient backpropagation
mse Mean squared normalized error performance function
regression Linear regression
ploterrhist Plot error histogram
plotfit Plot function fit
plotperform Plot network performance
plotregression Plot linear regression
plottrainstate Plot training state values
genFunction Generate MATLAB function for simulating neural network

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