diff --git a/include/NeuralNetwork/FeedForward/Network.h b/include/NeuralNetwork/FeedForward/Network.h
index 3eb178c..44ef6bd 100644
--- a/include/NeuralNetwork/FeedForward/Network.h
+++ b/include/NeuralNetwork/FeedForward/Network.h
@@ -20,7 +20,7 @@ namespace FeedForward {
 			 * @brief Constructor for Network
 			 * @param _inputSize is number of inputs to network
 			 */
-			inline Network(size_t _inputSize):NeuralNetwork::Network(_inputSize,_inputSize),layers(),_partialInput(_inputSize),_partialOutput(_inputSize) {
+			inline Network(size_t _inputSize):NeuralNetwork::Network(_inputSize,_inputSize),layers(),_partialInput(_inputSize+1),_partialOutput(_inputSize+1) {
 				appendLayer(_inputSize);
 			};