fann

FANN (Fast Artificial Neural Network Library) bindings for Node.js

node-fann

node-fann is a FANN bindings for Node.js.

FANN (Fast Artificial Neural Network Library) is a free open source neural network library, which implements multilayer artificial neural networks with support for both fully connected and sparsely connected networks.

  1. Make sure you have glib2 and pkg-config installed.

    These are quite popular tools and should be available in your software repository/ports.

  2. You will need FANN library version >= 2.1.0 (libfann2).

  3. Run npm install fann to install this package.

var fann = require('fann');
var net = new fann.standard(2,3,1);
 
var data = [
    [[0, 0], [0]],
    [[0, 1], [1]],
    [[1, 0], [1]],
    [[1, 1], [0]],
];
 
net.train(data, {error: 0.00001});
 
console.log("xor test (0,0) -> ", net.run([0, 0]));
console.log("xor test (1,0) -> ", net.run([1, 0]));
console.log("xor test (0,1) -> ", net.run([0, 1]));
console.log("xor test (1,1) -> ", net.run([1, 1]));