NeuralNetwork

A simple neural network written in Java.
This repository contains a neural network with backpropagation.

Some sample results

You train a neural network that has two input neurons, four hidden neurons and one output neuron.
The input is represented by two numbers between 0 and 1. The expected output should be the addition of the two numbers.

Example:
Data which the network was trained with:

input one	input two	expected output	calculated output
0.2	0.2	0.4	0.4002
0.5	0.3	0.8	0.7998
0.2	0.7	0.9	0.8999

Data calculated by the neural network:

input one	input two	expected output	calculated output
0.4	0.1	0.5	0.5030
0.6	0.2	0.8	0.7975
0.3	0.4	0.7	0.7067