From c7a57ccaf7cc947f1c70efd2f5cef8157f72fe8d Mon Sep 17 00:00:00 2001
From: Pascal Serrarens <pascal@passer.life>
Date: Tue, 11 Aug 2026 12:55:59 +0200
Subject: [PATCH] rnd weight init

---
 Runtime/Scripts/Core/Cluster.cs | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/Runtime/Scripts/Core/Cluster.cs b/Runtime/Scripts/Core/Cluster.cs
index 96bddd9..ca193e6 100644
--- a/Runtime/Scripts/Core/Cluster.cs
+++ b/Runtime/Scripts/Core/Cluster.cs
@@ -378,6 +378,23 @@ namespace NanoBrain {
             return -1;
         }
 
+        /// <summary>
+        /// Initializes all trainable weights to random values
+        /// </summary>
+        public void InitializeRandom() {
+            System.Random randomGenerator = new();
+            foreach (Nucleus nucleus in this.nuclei) {
+                if (nucleus is Neuron neuron) {
+                    foreach (Synapse synapse in neuron.synapses) {
+                        if (synapse.trainable) {
+                            synapse.weight = (float)randomGenerator.NextDouble() * 2.0f - 1.0f;
+                            //Debug.Log($"{neuron.name}-{synapse.neuron.name} weight = {synapse.weight}");
+                        }
+                    }
+                }
+            }
+        }
+
         #endregion Init
 
         #region Cluster Array