Uses of Interface
com.imsl.datamining.neural.Activation
Packages that use Activation
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Uses of Activation in com.imsl.datamining.neural
Fields in com.imsl.datamining.neural declared as ActivationModifier and TypeFieldDescriptionstatic final ActivationActivation.LINEARThe identity activation function, g(x) = x.static final ActivationActivation.LOGISTICThe logistic activation function, \(g(x)=\frac{1}{1+e^{-x}} \).static final ActivationActivation.LOGISTIC_TABLEThe logistic activation function computed using a table.static final ActivationActivation.SOFTMAXThe softmax activation function.static final ActivationActivation.SQUASHThe squash activation function, \(g(x) = \frac{x}{1+|x|}\)static final ActivationActivation.TANHThe hyperbolic tangent activation function, \(g(x)=\tanh{x}= \frac{e^x-e^{-x}}{e^x+e^{-x}}\).Methods in com.imsl.datamining.neural that return ActivationMethods in com.imsl.datamining.neural with parameters of type ActivationModifier and TypeMethodDescriptionHiddenLayer.createPerceptron(Activation activation, double bias) Creates aPerceptronin thisLayerwith a specified activation function and bias.OutputLayer.createPerceptron(Activation activation, double bias) Creates aPerceptronin thisLayerwith a specifiedActivationandbias.HiddenLayer.createPerceptrons(int n, Activation activation, double bias) Creates a number ofPerceptrons in thisLayerwith the specified bias.OutputLayer.createPerceptrons(int n, Activation activation, double bias) Creates a number ofPerceptrons in thisLayerwith specifiedactivationandbias.voidPerceptron.setActivation(Activation activation) Sets the activation function.