/**
* @param \Sereban\NeuronNet\Layout\Collection $layoutCollection
* @param array $initialValues
* @param array $teacherValues
* @throws \Exception
*/
public function initNeuronsInLayoutCollection(NeuronNet\Layout\Collection &$layoutCollection, $initialValues, $teacherValues)
{
$layoutIndex = 0;
/** @var array $neuronsSchema -> $type: $count*/
$neuronsSchema = array(Factory::STIM => count($initialValues), Factory::ASSOC => count($initialValues), Factory::REACT => count($teacherValues));
foreach ($neuronsSchema as $type => $count) {
$layout = $layoutCollection->seek($layoutIndex++);
for ($j = 0; $j < $count; $j++) {
/** @var Neuron $neuron */
$neuron = Factory::neuron($type, $j);
$layout->addNeuron($neuron);
$neuron->setLayout($layout);
}
//Set Data to Neurons
if ($type == Factory::STIM) {
$layout->setValues($initialValues);
} elseif ($type == Factory::REACT) {
$layout->setValues($teacherValues);
}
}
}
