Objectives 4 Perceptron Learning Rule
th row of the weight matrix with the input vector is greater than or equal to , the output will be 1, otherwise the output will be 0. Thus each neuron in the network divides the input space into two regions. It is useful to investigate the boundaries between these regions. We will begin with the simple case of a single-neuron percep-
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Objectives 4 Perceptron Learning Rule - Martin Hagan
hagan.okstate.edu4 Perceptron Learning Rule 4-6, , . (4.10) The decision boundary is then. (4.11) This defines a line in the input space. On one side of the line the network output will be 0; on the line and on the other side of the line the output will
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