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The Threshold Activation Function



The Hopfield transfer function involves the same net input term which occurs in many neural architectures (see chapter 2):
neti = wijai
A threshold activation function is then applied:
ai = sgn( wijai)
where:
sgn(x) = 1 if x >= 0
-1 if x < 0

The sgn function.

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