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NeuralNet >> Neural_Network_Functions > ann_ADALINE_online

ann_ADALINE_online

ANN ADALINE training function (incremental training)

Calling Sequence

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

Parameters

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

Description

Adaptive Linear Neuron with incremental (going throught data one by one) training algorithm.

Examples

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

See also

Authors


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