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Definition of "sigmoidal characteristic" |
a widely used type of activation function, especially in networks trained using schemes like back propagation that are based upon gradient descent. The most common functions used are the arctan, tanh, and logistic functions, with appropriate variations for binary and bipolar variables. |
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