PHP Phpml\NeuralNetwork\Node Neuron::addSynapse Examples

addSynapse() public method

public addSynapse ( Synapse $synapse )
$synapse	Phpml\NeuralNetwork\Node\Neuron\Synapse

Example #1

File: NeuronTest.php Project: php-ai/php-ml

 public function testNeuronRefresh()
 {
     $neuron = new Neuron();
     $neuron->getOutput();
     $neuron->addSynapse($this->getSynapseMock());
     $this->assertEquals(0.5, $neuron->getOutput(), '', 0.01);
     $neuron->refresh();
     $this->assertEquals(0.88, $neuron->getOutput(), '', 0.01);
 }

Example #2

File: MultilayerPerceptron.php Project: php-ai/php-ml

 /**
  * @param Layer  $currentLayer
  * @param Neuron $nextNeuron
  */
 private function generateNeuronSynapses(Layer $currentLayer, Neuron $nextNeuron)
 {
     foreach ($currentLayer->getNodes() as $currentNeuron) {
         $nextNeuron->addSynapse(new Synapse($currentNeuron));
     }
 }