added perceptron code body
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1 changed files with 40 additions and 3 deletions
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package zutil.ml.neural;
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/**
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* This class represents one "nuron" in a neural network
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* This class represents one "nuron" in a neural network.
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*
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* <p/><b>From Wikipedia: </b>
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* <blockquote cite="https://en.wikipedia.org/wiki/Perceptron">
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* The perceptron is an algorithm for supervised learning of
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* binary classifiers (functions that can decide whether an
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* input, represented by a vector of numbers, belongs to some
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* specific class or not). It is a type of linear classifier,
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* i.e. a classification algorithm that makes its predictions based
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* on a linear predictor function combining a set of weights with
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* the feature vector.
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* </blockquote>
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*/
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public class Perceptron {
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private float[] inputs;
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private float[] inputWeights;
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/** Internal classes **/
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public static class InputConnection {
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float weight;
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}
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public static class OutputConnection {
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InputConnection target;
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}
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/** Class Fields **/
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private InputConnection[] inputs;
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private OutputConnection[] outputs;
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public Perceptron(int inputCount, int outputCount){
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inputs = new InputConnection[inputCount];
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outputs = new OutputConnection[outputCount];
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}
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public InputConnection[] getInputs() {
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return inputs;
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}
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public OutputConnection[] getOutputs() {
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return outputs;
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}
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}
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