Private methods MakeMatrix and InitializeWeights are helpers used by the constructor. Private methods HyperTanFunction and Softmax are the activation functions used by method ComputeOutputs. The Deep ...

The Softmax Activation Function The softmax activation function is designed so that a return value is in the range (0,1) and the sum of all return values for a particular layer is 1.0. For example, ...

Modern neural networks may say they are using perceptrons, but they actually have smooth activation functions, such as the logistic or sigmoid function, the hyperbolic tangent, and the Rectified ...