Exemplos de Neural MultilayerPerceptron::generateSynapses em PHP

Exemplo n.º 1

Arquivo: MultilayerPerceptronTest.php Projeto: a1essandro/neural-network

 protected function setUp()
 {
     $this->filterInput = function ($node) {
         return $node instanceof Input;
     };
     $this->filterBias = function ($node) {
         return $node instanceof Bias;
     };
     $this->filterNeuron = function ($node) {
         return $node instanceof Neuron;
     };
     $this->network = new MultilayerPerceptron([1, 1]);
     $this->network->generateSynapses();
 }

Exemplo n.º 2

Arquivo: performance_test.php Projeto: a1essandro/neural-network

<?php

use Neural\BackpropagationTeacher;
use Neural\MultilayerPerceptron;
require_once '../vendor/autoload.php';
$p = new MultilayerPerceptron([4, 8, 5]);
$p->generateSynapses();
$t = new BackpropagationTeacher($p);
$startTime = microtime(true);
$epochs = $t->teachKit([[0, 0, 0, 0], [0, 0, 0, 1], [0, 0, 1, 0], [0, 1, 0, 0], [1, 0, 0, 0], [1, 0, 0, 1], [0, 1, 1, 0], [1, 1, 0, 0], [0, 0, 1, 1], [1, 0, 1, 0], [0, 1, 0, 1], [0, 1, 1, 1], [1, 0, 1, 1], [1, 1, 0, 1], [1, 1, 1, 0], [1, 1, 1, 1]], [[1, 0, 0, 0, 0], [0, 1, 0, 0, 0], [0, 1, 0, 0, 0], [0, 1, 0, 0, 0], [0, 1, 0, 0, 0], [0, 0, 1, 0, 0], [0, 0, 1, 0, 0], [0, 0, 1, 0, 0], [0, 0, 1, 0, 0], [0, 0, 1, 0, 0], [0, 0, 1, 0, 0], [0, 0, 0, 1, 0], [0, 0, 0, 1, 0], [0, 0, 0, 1, 0], [0, 0, 0, 1, 0], [0, 0, 0, 0, 1]], 0.25) . PHP_EOL;
$endTime = microtime(true);
echo 'Memory peak usage: ' . round(memory_get_peak_usage() / 1024, 1) . PHP_EOL;
echo 'Seconds per epoch: ' . round(($endTime - $startTime) / $epochs, 3);