Examples of eas.simulation.brain.neural.functions.ActivationFunction.inverseActivationPhi()

Package eas.simulation.brain.neural.functions

Class eas.simulation.brain.neural.functions.ActivationFunction

Examples of eas.simulation.brain.neural.functions.ActivationFunction.inverseActivationPhi()

eas.simulation.brain.neural.functions.ActivationFunction.inverseActivationPhi()
Computes the inverse of the activation function. If the activation function is irreversible, an InversionNotSupported should be thrown. @param output The given output of the neuron. @return The net input of the neuron. @throws InversionNotSupportedException

        }
        for (int i = 0; i < this.neuronVector.getRowCount(); i++) {
            ActivationFunction act = this.getActivationFunction(i);
            
            try {
                this.neuronVector.set(0, i, act.inverseActivationPhi(this.neuronVector.get(0, i)));
            } catch (InversionNotSupportedException e) {}
        }
        this.neuronVector.mult(this.inverseWeightMatrix);
    }

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