added perceptron code body

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Ziver Koc 2017-11-15 15:38:00 +01:00
parent 9b176e9298
commit 0e664ba3ca

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@ -1,9 +1,46 @@
package zutil.ml.neural;
/**
* This class represents one "nuron" in a neural network
* This class represents one "nuron" in a neural network.
*
* <p/><b>From Wikipedia: </b>
* <blockquote cite="https://en.wikipedia.org/wiki/Perceptron">
* The perceptron is an algorithm for supervised learning of
* binary classifiers (functions that can decide whether an
* input, represented by a vector of numbers, belongs to some
* specific class or not). It is a type of linear classifier,
* i.e. a classification algorithm that makes its predictions based
* on a linear predictor function combining a set of weights with
* the feature vector.
* </blockquote>
*/
public class Perceptron {
private float[] inputs;
private float[] inputWeights;
/** Internal classes **/
public static class InputConnection {
float weight;
}
public static class OutputConnection {
InputConnection target;
}
/** Class Fields **/
private InputConnection[] inputs;
private OutputConnection[] outputs;
public Perceptron(int inputCount, int outputCount){
inputs = new InputConnection[inputCount];
outputs = new OutputConnection[outputCount];
}
public InputConnection[] getInputs() {
return inputs;
}
public OutputConnection[] getOutputs() {
return outputs;
}
}