define('PATH', __DIR__); require_once '/lib/Neuron.php'; require_once '/lib/Normalization.php'; require_once '/lib/kcaptcha/KCaptcha.php'; require_once '/lib/Network.php'; require_once '/lib/Teacher.php'; echo '<script type="text/javascript" src="/js/jquery-1.11.3.min.js"></script>'; echo '<script type="text/javascript" src="/js/main.js"></script>'; echo '<h1>Neural Network</h1>'; $normalization = new Normalization(1200, 17000000, 0, 1); $captcha = new KCaptcha(); $inputs = $normalization->import($captcha->getPoints()); $network = new Network(); $network->loadState('learned-1'); //$w = $network->getWeights(2); /* $outs1 = $network->calculate(1, $inputs); $outs2 = $network->calculate(2, $outs1); */ /* echo '<pre>'; var_dump($outs2); echo '</pre>'; */ $teacher = new Teacher($network); $teacher->learn(); /* $network->randomWeights(1, 8, 2925); $network->randomWeights(2, 2, 8); $network->saveState('30-08-2015'); */