Artificial Intelligence - Artificial Neural Networks

11. What would be a correct option for weight W [W0 ,W1 ,W2 ], so that the following sigmoid unit will function as an AND gate?

What would be a correct option

  • Option : D
  • Explanation : Consider the weights to be [-10,9,9],
    Then,
    AND function,
    -10 * 1+9 * x1+9 * x2
    9x1 + 9x2 - 10
    If x1 and x2 are equal to 1, the output is also equal to 1.
    Hence, (D) [-10,9,9] is the answer.
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