diff --git a/source/RbmComponent.cpp b/source/RbmComponent.cpp
index 9a76adb..302d95a 100644
--- a/source/RbmComponent.cpp
+++ b/source/RbmComponent.cpp
@@ -251,6 +251,7 @@ void RbmComponent::redrawWeights()
 void RbmComponent::redrawWeights(size_t index)
 {
 	m_currWeightIndexToDraw = index;
+	redrawWeights();
 }
 
 void RbmComponent::setTrainingData(arma::mat const& batch)