Neural Network Toolbox

Network Testing

To test the network, the original inputs are presented, and its outputs are calculated with simuelm.

• a = sim(net,Pseq);
  

Here is the plot.

The network does a good job. New wave amplitudes are detected with a few samples. More neurons in the recurrent layer and longer training times would result in even better performance.

The network has successfully learned to detect the amplitudes of incoming sine waves.

Network Training

Network Generalization

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