Computer Science · Artificial Intelligence
Consider the following table defining the sample inputs and corresponding target values for a perceptron model: Sample Nox1x2TargetS1000S2011S3101S4111 What shall be the value of the updated weights after applying all the samples S1 to S4 sequentially (in the order S1, S2, S3, S4) to this model? Given that the initial weights are w1 = 0, w2 = 0, learning rate η = 0.1, and no bias is involved. The activation function satisfies yobserved = 1 if yin > 0, and yobserved = 0 if yin ≤ 0.
- 1w1 = 0.2, w2 = 0.2
- 2w1 = 0.0, w2 = 0.1
- 3w1 = 0.0, w2 = 0.2
- 4w1 = 0.1, w2 = 0.1✓
Correct answer
w1 = 0.1, w2 = 0.1
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