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1 <?php 2 3 declare(strict_types=1); 4 5 namespace Phpml\NeuralNetwork\ActivationFunction; 6 7 use Phpml\NeuralNetwork\ActivationFunction; 8 9 class ThresholdedReLU implements ActivationFunction 10 { 11 /** 12 * @var float 13 */ 14 private $theta; 15 16 public function __construct(float $theta = 0.0) 17 { 18 $this->theta = $theta; 19 } 20 21 /** 22 * @param float|int $value 23 */ 24 public function compute($value): float 25 { 26 return $value > $this->theta ? $value : 0.0; 27 } 28 29 /** 30 * @param float|int $value 31 * @param float|int $calculatedvalue 32 */ 33 public function differentiate($value, $calculatedvalue): float 34 { 35 return $calculatedvalue >= $this->theta ? 1.0 : 0.0; 36 } 37 }
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