NeuralNet >> Neural_Network_Functions > ann_ADALINE

ann_ADALINE

ANN ADALINE training function (batch training)

[w,b] = ann_ADALINE(P,T)
[w,b] = ann_ADALINE(P,T,alpha,itermax,initfunc)

P :: Training input
T :: Training target
alpha :: Learning Rate
itermaxs :: Maximum Training Iteration
initfunc :: Weight and Bias Initialize functions, either 'rand', 'zeros', or 'ones'
w :: weights for the network
b :: bias for the network

Adaptive Linear Neuron with batch training algorithm.

P = [0 0 1 1 ; 0 1 0 1];
T = [0 0 0 1];
[w,b] = ann_ADALINE(P,T);
y = ann_ADALINE_run(P,w,b)

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