diff --git a/src/main/java/FCLayer.java b/src/main/java/FCLayer.java
index 038d7a9..8f646a7 100644
--- a/src/main/java/FCLayer.java
+++ b/src/main/java/FCLayer.java
@@ -14,11 +14,8 @@ public class FCLayer extends Layer {
     }
 
     private void initialize(int inputSize) {
-        Random random = new Random();
-        this.weights = new SimpleMatrix(inputSize, numNeurons, true,
-                random.doubles((long) inputSize*numNeurons, -1, 1).toArray());
-        this.biases = new SimpleMatrix(1, numNeurons, true,
-                random.doubles(numNeurons, -1, 1).toArray());
+        this.weights = Utilities.gaussianMatrix(inputSize, numNeurons, 0, 1, 0.1d);
+        this.biases = Utilities.ones(1, numNeurons);
         this.isInitialized = true;
     }