Question: Using the delta rule, to train a three-input TLU with initial weights (-0.60, -0.60, -0.6) and threshold = 0.01, and learning rate = 0.25. X1
Using the delta rule, to train a three-input TLU with initial weights
(-0.60, -0.60, -0.6) and threshold = 0.01, and learning rate = 0.25.
| X1 | X2 | X3 | t |
| 0 | 0 | 0 | 1 |
| 0 | 0 | 1 | -1 |
| 0 | 1 | 0 | -1 |
| 0 | 1 | 1 | -1 |
| 1 | 0 | 0 | -1 |
| 1 | 0 | 1 | -1 |
| 1 | 1 | 0 | -1 |
| 1 | 1 | 1 | -1 |
Use the following:
Learning rate = 0.25
W1= -0.60
W2= -0.60
W3= -0.60
Threshold (q)= 0.01
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