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| Packages that use ActivationFunctionModel | |
|---|---|
| activationFunction | |
| network | |
| Uses of ActivationFunctionModel in activationFunction |
|---|
| Classes in activationFunction that implement ActivationFunctionModel | |
|---|---|
class |
HardLimitActivationFunction
Hard Limit Activation Funciton return 1 if input value is greater then threshold and 0 otherwise. |
class |
LinearActivationFunction
Linear Activation Function return value calculated by function describe as y = a * x + b. where: a, b - parameters of linear function x - input value |
class |
SymetricHardLimitActivationFunction
Symetric Hard Limit function return 1 if input value is greater then threshold and -1 otherwise. |
class |
TransparentActivationFunction
Transparent activation function return input value without any changes. |
| Uses of ActivationFunctionModel in network |
|---|
| Methods in network that return ActivationFunctionModel | |
|---|---|
ActivationFunctionModel |
DefaultNeuronWithBias.getActivationFunction()
Return reference to activation function |
ActivationFunctionModel |
DefaultNeuron.getActivationFunction()
Return reference to activation function |
| Methods in network with parameters of type ActivationFunctionModel | |
|---|---|
void |
DefaultNeuronWithBias.setActivationFunction(ActivationFunctionModel activationFunction)
Set activation function |
void |
DefaultNeuron.setActivationFunction(ActivationFunctionModel activationFunction)
Set activation function |
| Constructors in network with parameters of type ActivationFunctionModel | |
|---|---|
DefaultNeuron(double[] weightArray,
ActivationFunctionModel activationFunction)
Creates a new instance of DefaultNeuronWithBias with specified weights defined in array |
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DefaultNeuron(int weightNumber,
double[] maxWeight,
ActivationFunctionModel activationFunction)
Creates a new instance of DefaultNeuronWithBias with random weights value |
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DefaultNeuronWithBias(double[] weightArray,
ActivationFunctionModel activationFunction)
Creates a new instance of DefaultNeuronWithBias with specified weights defined in array |
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DefaultNeuronWithBias(int weightNumber,
double[] maxWeight,
ActivationFunctionModel activationFunction)
Creates a new instance of DefaultNeuronWithBias with random weights value |
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KohonenNeuron(double[] weightArray,
ActivationFunctionModel activationFunction)
Creates new neuron with weight specyfied by array and specified activation funciton. |
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KohonenNeuron(int weightNumber,
double[] maxWeight,
ActivationFunctionModel activationFunction)
Creates new neuron with specyfied numbers of weight. |
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KohonenNeuronWithTired(double[] weightArray,
ActivationFunctionModel activationFunction)
Creates new kohonen neuron with weight specyfied by array and specified activation funciton. |
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KohonenNeuronWithTired(int weightNumber,
double[] maxWeight,
ActivationFunctionModel activationFunction)
Creates new kohonen neuron with specyfied numbers of weight. |
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