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Artificial Intelligence neuron networks

  1. Jul 27, 2014 #1

    Kev

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    1. The problem statement, all variables and given/known data

    1. The problem statement, all variables and given/known data
    For a neuron with the transfer function given below deterimne the weight updates after presentation of the two constructive training samples: xA = [2,-1] and xB = [-1,1], where the former one belongs to class A (desired output is 1), the latter to class B(described output is B) and initial weights are W = [1,1]


    2. Relevant equations
    1.jpg


    3. The attempt at a solution
    y = Xa *W

    y(1) = 2 -1

    y(0) = -1 + 1
     
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