Examples of org.neuroph.core.input.WeightsFunction

org.neuroph.core.input.WeightsFunction
Abstract base class for all weights functions, which perform some operation on neuron's input vector and weights vector and return vector. WeightsFunction is subcomponents of InputFunction. @see org.neuroph.core.input.InputFunction @author Zoran Sevarac

                Class inputFunctionClass = neuronProperties.getInputFunction();
                
                if ( inputFunctionClass != null) {
                    inputFunction = createInputFunction(inputFunctionClass);
                } else {            
                    WeightsFunction weightsFunction = createWeightsFunction(neuronProperties.getWeightsFunction());
                    SummingFunction summingFunction = createSummingFunction(neuronProperties.getSummingFunction());
                    
                    inputFunction = new InputFunction(weightsFunction, summingFunction);                    
                }

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   *            weights function class
         * 
   * @return returns instance of weights function.
   */
        private static WeightsFunction createWeightsFunction(Class weightsFunctionClass) {
            WeightsFunction weightsFunction = null;


            try {
                weightsFunction = (WeightsFunction) weightsFunctionClass.newInstance();
            } catch (InstantiationException e) {
                System.err.println("InstantiationException while creating WeightsFunction!");

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Related Classes of org.neuroph.core.input.WeightsFunction

org.neuroph.util.NeuronFactory

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