EE 543 NEUROCOMPUTERS- PERCEPTRON TRAINING ALGORITHM

Instructions:

For the operation of the applet:

1. Select set1 and then mark samples (red points) by mouse click for set1 on the plane on the left
2. Select set2 and repeat step 1 for set2 (green points)
3. Click "End Data Input" button
4. Click "Train Perceptron" button
5. Observe how the line shifts and rotates as the training progress so as to separate the classes
6. In the case the algorithm does not converge decrease learning rate and/or increase Max # of epochs
7. Repeat the experiment for linearly separable, nonseparable and also for overlapping cases

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