I have assigned the input weights and layer weights to NN and i want that these weights should be fixed through out the whole training process. 'trainlm' is used which calls 'calcperf2.m' function.
But while training the NN, i found that the weights are changing. (I found it from line no. 134 and 151 in 'calcperf2.m' file).
How can be this weight changing stopped? I want the weights should not be changed and it should be same as assigned weights.
Following is my NN code:
input = [0 0 1 1; 0 1 0 1]; target = [0 1 1 0]; net = newff(input,target,[2],{'tansig','tansig'},'mytrainlm'); net.IW{1,1} = [ 3.1984 -3.1330; -2.6130 2.6804]; net.LW{2,1} = [ 7.3493 7.5012]; [net tr Y E] = train(net,input,target) outputs = sim(net,input)
Please help me. Thanks.
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