__  __    __   __  _____      _            _          _____ _          _ _ 
 |  \/  |   \ \ / / |  __ \    (_)          | |        / ____| |        | | |
 | \  / |_ __\ V /  | |__) | __ ___   ____ _| |_ ___  | (___ | |__   ___| | |
 | |\/| | '__|> <   |  ___/ '__| \ \ / / _` | __/ _ \  \___ \| '_ \ / _ \ | |
 | |  | | |_ / . \  | |   | |  | |\ V / (_| | ||  __/  ____) | | | |  __/ | |
 |_|  |_|_(_)_/ \_\ |_|   |_|  |_| \_/ \__,_|\__\___| |_____/|_| |_|\___V 2.1
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<?php

declare(strict_types=1);

namespace Phpml\NeuralNetwork\ActivationFunction;

use Phpml\NeuralNetwork\ActivationFunction;

class Gaussian implements ActivationFunction
{
    /**
     * @param float|int $value
     */
    public function compute($value): float
    {
        return exp(- $value ** 2);
    }

    /**
     * @param float|int $value
     * @param float|int $calculatedvalue
     */
    public function differentiate($value, $calculatedvalue): float
    {
        return -2 * $value * $calculatedvalue;
    }
}

Filemanager

Name Type Size Permission Actions
BinaryStep.php File 583 B 0777
Gaussian.php File 530 B 0777
HyperbolicTangent.php File 683 B 0777
PReLU.php File 705 B 0777
Sigmoid.php File 697 B 0777
ThresholdedReLU.php File 720 B 0777
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