receptorarray is working

Cluster.cs

@@ -41,16 +41,6 @@ public class Cluster : INucleus {
         this.sortedNuclei = TopologicalSort(this.nuclei);
     }
 
-    // public Cluster(ClusterPrefab parent, ClusterPrefab realPrefab) {
-    //     this.prefab = realPrefab;
-    //     this.name = realPrefab.name;
-    //     this.cluster = parent;
-    //     if (this.cluster != null)
-    //         this.cluster.nuclei.Add(this);
-
-    //     ClonePrefab();
-    // }
-
     private void ClonePrefab() {
         IReceptor[] nuclei = this.prefab.nuclei.ToArray();
         // first clone the nuclei without their connections
@@ -157,7 +147,8 @@ public class Cluster : INucleus {
     }
 
     public virtual IReceptor Clone() {
-        Neuron clone = new(this.cluster, this.name) {
+        //Neuron clone = new(this.cluster, this.name) {
+        Neuron clone = new(this.parent, this.name) {
             array = this.array,
         };
 
@@ -232,6 +223,18 @@ public class Cluster : INucleus {
         set { _array = value; }
     }
 
+    public bool TryGetNucleus(string nucleusName, out Nucleus foundNucleus) {
+        foreach (IReceptor receptor in this.nuclei) {
+            if (receptor is Nucleus nucleus)
+                if (nucleus.name == nucleusName) {
+                    foundNucleus = nucleus;
+                    return true;
+                }
+        }
+        foundNucleus = null;
+        return false;
+    }
+
     #region Synapses
 
     [SerializeField]
@@ -321,16 +324,23 @@ public class Cluster : INucleus {
 
         //Applying the weight factors
         foreach (Synapse synapse in this.synapses) {
+            if (lengthsq(synapse.nucleus.outputValue) > 0) {
                 sum += synapse.weight * synapse.nucleus.outputValue;
+                this.stale = 0;
+            }
         }
 
         //this.inputs[0].UpdateState(sum);
         this.inputs[0].UpdateStateIsolated(sum);
         foreach (IReceptor receptor in this.sortedNuclei) {
-            if (receptor is INucleus nucleus && nucleus != this.inputs[0])
+            if (receptor is INucleus nucleus && nucleus != this.inputs[0]) {
+                //if (nucleus.isSleeping == false)
                     nucleus.UpdateStateIsolated();
             }
+        }
         this.outputValue = this.output.outputValue;
+
+        UpdateNuclei();
     }
 
     // public virtual void UpdateResult(Vector3 result) {
@@ -347,7 +357,7 @@ public class Cluster : INucleus {
 
     public void UpdateNuclei() {
         this.stale++;
-        if (this.stale > 2)
+        if (this.stale > 5) 
             _outputValue = Vector3.zero;
 
         //foreach (IReceptor nucleus in this.prefab.nuclei)

Editor/ClusterInspector.cs

@@ -428,17 +428,17 @@ public class ClusterInspector : Editor {
 
         private void HandleMouseHover(IReceptor nucleus, Rect rect) {
             GUIContent tooltip;
-            if (nucleus is INucleus n) {
+            // if (nucleus is INucleus n) {
-                tooltip = new(
+            //     tooltip = new(
-                    $"{nucleus.name}" +
+            //         $"{nucleus.name}" +
-                    $"\nsynapse count {n.synapses.Count}" +
+            //         //$"\nsynapse count {n.synapses.Count}" +
-                    $"\nValue: {length(nucleus.outputValue)}");
+            //         $"\nValue: {length(nucleus.outputValue)}");
-            }
+            // }
-            else {
+            // else {
                 tooltip = new(
                     $"{nucleus.name}" +
                     $"\nValue: {length(nucleus.outputValue)}");
-            }
+            // }
 
             Vector2 mousePosition = Event.current.mousePosition;
 
@@ -616,6 +616,7 @@ public class ClusterInspector : Editor {
         }
 
         protected virtual void AddInputNeuron(INucleus nucleus) {
+            //Neuron newNeuroid = new(this.cluster, "New neuron");
             Neuron newNeuroid = new(this.cluster, "New neuron");
             newNeuroid.AddReceiver(nucleus);
             this.currentNucleus = newNeuroid;

Neuron.cs

@@ -193,7 +193,8 @@ public class Neuron : Nucleus, INucleus {
     }
 
     public override IReceptor Clone() {
-        Neuron clone = new(this.cluster, this.name) {
+        //Neuron clone = new(this.cluster, this.name) {
+        Neuron clone = new(this.parent, this.name) {
             array = this.array,
             curve = this.curve,
             curvePreset = this.curvePreset,
@@ -299,8 +300,10 @@ public class Neuron : Nucleus, INucleus {
     // public virtual void UpdateStateIsolated() {
     //     UpdateStateIsolated(new float3(0, 0, 0));
     // }
-    public override void UpdateStateIsolated(float3 bias) {
+
-        float3 sum = bias;
+    public float3 bias = float3(0, 0, 0);
+    public override void UpdateStateIsolated(float3 bias_unused) {
+        float3 sum = this.bias;
         int n = 0;
 
         //Applying the weight factgors
@@ -308,8 +311,10 @@ public class Neuron : Nucleus, INucleus {
             sum += synapse.weight * synapse.nucleus.outputValue;
 
             // Perhaps synapses should be removed when the output value goes to 0....
-            if (lengthsq(synapse.nucleus.outputValue) != 0)
+            if (lengthsq(synapse.nucleus.outputValue) != 0) {
                 n++;
+                this.stale = 0;
+            }
         }
         if (this.average && n > 0)
             sum /= n;
@@ -337,9 +342,19 @@ public class Neuron : Nucleus, INucleus {
                 result = normalize(sum) * activatedValue;
                 break;
         }
+        if (this.stale > 5)
+            this.outputValue = new float3(0,0,0);
+        else
             this.outputValue = result;
     }
 
+    public virtual void ProcessStimulus(Vector3 inputValue, string thingName = null) {
+        //this.outputValue = inputValue;
+        this.stale = 0;
+        Debug.Log($"{this.name} processed stimulus");
+        this.bias = inputValue;
+    }
+
     // public virtual void UpdateResult(Vector3 result) {
     //     // float d = Vector3.Distance(result, this.outputValue);
     //     // if (d < 0.5f) {

Nucleus.cs

@@ -20,7 +20,8 @@ public abstract class Nucleus : IReceptor {
     public virtual float3 outputValue {
         get { return _outputValue; }
         set {
-            this.stale = 0;
+            //Debug.Log($"{this.name}: stale is reset, was: {this.stale}");
+            //this.stale = 0;
             // this._isSleeping = false;
             _outputValue = value;
         }
@@ -28,7 +29,7 @@ public abstract class Nucleus : IReceptor {
 
     public bool isSleeping => lengthsq(this.outputValue) == 0;
     [NonSerialized]
-    private int stale = 1000;
+    public int stale = 1000;
 
     // Cannot clone an abstract nucleus...
     public virtual IReceptor ShallowCloneTo(Cluster parent) { return null; }
@@ -96,9 +97,15 @@ public abstract class Nucleus : IReceptor {
 
     public void UpdateNuclei() {
         this.stale++;
-        if (this.stale > 2)
+        if (this.stale > 5) {
+            //Debug.Log($"{this.name} goes to sleep, stale = {this.stale}");
             _outputValue = Vector3.zero;
         }
+    }
+
+    public void ProcessStimulus(int thingId, Vector3 inputValue, string thingName = null) {
+        this.array.ProcessStimulus(thingId, inputValue, thingName);
+    }
 
     #endregion Update
 

NucleusArray.cs

@@ -6,7 +6,6 @@ using UnityEngine;
 public class NucleusArray {
     [SerializeReference]
     private IReceptor[] _nuclei;
-    //private ClusterPrefab[] _clusters;
     public IReceptor[] nuclei {
         get {
             return _nuclei;
@@ -18,13 +17,10 @@ public class NucleusArray {
         this.name = nucleus.name;
         this._nuclei = new INucleus[1];
         this._nuclei[0] = nucleus;
-        //this._clusters = new ClusterPrefab[0];
     }
     public NucleusArray(ClusterPrefab cluster) {
         this.name = cluster.name;
         this._nuclei = new INucleus[0];
-        // this._clusters = new ClusterPrefab[1];
-        // this._clusters[0] = cluster;
     }
     public NucleusArray(int size, string name) {
         this.name = name;
@@ -64,5 +60,60 @@ public class NucleusArray {
         this._nuclei = newPerceptei;
     }
 
+    public Dictionary<int, INucleus> thingReceivers = new();
+
+
+    public virtual void ProcessStimulus(int thingId, Vector3 inputValue, string thingName = null) {
+        CleanupReceivers();
+        if (!thingReceivers.TryGetValue(thingId, out INucleus selectedReceiver)) {
+            Debug.Log($"No receiver found for {thingId}");
+            foreach (IReceptor receptor in this.nuclei) {
+                if (receptor is not INucleus receiver)
+                    continue;
+
+                if (thingReceivers.ContainsValue(receiver) == false) {
+                    // receiver is not used yet
+                    Debug.Log($"{thingId} -> {receiver.name}");
+                    thingReceivers.Add(thingId, receiver);
+                    selectedReceiver = receiver;
+                    break;
+                }
+            }
+        }
+
+        if (thingName != null) {
+            string baseName = selectedReceiver.name;
+            int colonPos = selectedReceiver.name.IndexOf(":");
+            if (colonPos > 0)
+                baseName = selectedReceiver.name[..colonPos];
+            selectedReceiver.name = baseName + ": " + thingName;
+        }
+
+        if (selectedReceiver is Neuron selectedNucleus)
+            selectedNucleus.ProcessStimulus(inputValue);
+        selectedReceiver.parent.UpdateStateIsolated();
+    }
+
+    private void CleanupReceivers() {
+        // Remove a thing-receiver connection when the nucleus is inactive
+        List<int> receiversToRemove = new();
+        foreach (KeyValuePair<int, INucleus> item in thingReceivers) {
+            if (item.Value.isSleeping) {
+                Nucleus n = item.Value as Nucleus;
+                Debug.Log($"{item.Value.name} is sleeping, stale = {n.stale}");
+                receiversToRemove.Add(item.Key);
+            }
+        }
+        foreach (int thingId in receiversToRemove) {
+            INucleus selectedReceiver = thingReceivers[thingId];
+
+            thingReceivers.Remove(thingId);
+            Debug.Log($"Cleanup receiver for {thingId}");
+
+            int colonPos = selectedReceiver.name.IndexOf(":");
+            if (colonPos > 0)
+                selectedReceiver.name = selectedReceiver.name[..colonPos];
 
         }
+    }
+}

Receptor.cs

@@ -6,7 +6,6 @@ using static Unity.Mathematics.math;
 
 public class Receptor : IReceptor {
 
-
     [SerializeField]
     protected string _name;
     public virtual string name {
@@ -16,13 +15,7 @@ public class Receptor : IReceptor {
 
     public Receptor(Cluster parent) {
         this.parent = parent;
-        if (parent != null)
+        parent?.nuclei.Add(this);
-            parent.nuclei.Add(this);
-    }
-    public Receptor(ClusterPrefab cluster) {
-        this.cluster = cluster;
-        if (cluster != null)
-            cluster.nuclei.Add(this);
     }
 
     public Receptor(Cluster parent, string name, string nucleusName) {
@@ -37,8 +30,7 @@ public class Receptor : IReceptor {
         }
     }
 
-    private ClusterPrefab cluster;
+    private readonly Cluster parent;
-    private Cluster parent;
 
     public virtual IReceptor ShallowCloneTo(Cluster parent) {
         Receptor clone = new(parent);
@@ -46,7 +38,7 @@ public class Receptor : IReceptor {
     }
 
     public virtual IReceptor Clone() {
-        Receptor clone = new(this.cluster);
+        Receptor clone = new(this.parent);
 
         foreach (INucleus receiver in this.receivers) {
             clone.AddReceiver(receiver);
@@ -90,9 +82,6 @@ public class Receptor : IReceptor {
     private bool _isSleeping = false;
     public bool isSleeping => _isSleeping;
 
-    // public float distanceResolution = 0.1f;
-    // public float directionResolution = 5;
-
     private float3 _outputValue;
     public float3 outputValue {
         get { return this._outputValue; }

ReceptorArray.cs

@@ -0,0 +1,85 @@
+using System.Collections.Generic;
+using UnityEngine;
+
+public class ReceptorArray {
+    public string name;
+
+    public Cluster parent { get; set; }
+
+    public NucleusArray nuclei;
+    public int size => nuclei.nuclei.Length;
+
+    public Dictionary<int, INucleus> thingReceivers = new();
+
+    public ReceptorArray(Cluster parent, NucleusArray nuclei) {
+        this.parent = parent;
+        this.nuclei = nuclei;
+    }
+
+    public virtual void ProcessStimulus(int thingId, Vector3 newLocalPositionVector, string thingName = null) {
+        if (!thingReceivers.TryGetValue(thingId, out INucleus selectedReceiver)) {
+            foreach (IReceptor receptor in this.nuclei.nuclei) {
+                if (receptor is not INucleus receiver)
+                    continue;
+                if (thingReceivers.ContainsValue(receiver))
+                    continue;
+                // receiver is not used yet
+                thingReceivers.Add(thingId, receiver);
+                selectedReceiver = receiver;
+            }
+        }
+        //selectedReceiver.outputValue = newLocalPositionVector;
+
+
+        /*
+                int receiverIx = 0;
+                INucleus selectedReceiver = null;
+                int selectedReceiverIx = 0;
+                foreach (INucleus receiver in this.receivers) {
+                    if (thingIds[receiverIx] == thingId) {
+                        // We found an existing receiver for this thing
+                        selectedReceiver = receiver;
+                        selectedReceiverIx = receiverIx;
+                        // Do not look any further
+                        break;
+                    }
+                    else if (receiver.isSleeping) {
+                        // A sleeping receiver is not active and can therefore always be used
+                        selectedReceiver = receiver;
+                        selectedReceiverIx = receiverIx;
+                        // Look further because we may find an existing receiver for this thing
+                    }
+                    else if (selectedReceiver == null) {
+                        // If we haven't found a receiver yet, just start by taking the first
+                        selectedReceiver = receiver;
+                        selectedReceiverIx = receiverIx;
+                    }
+                    else if (selectedReceiver.isSleeping == false) {
+                        // If no existing or sleeping receiver is found, we look for
+                        // the receiver with the furthest/least interesting stimulus
+                        if (length(receiver.outputValue) < length(selectedReceiver.outputValue)) {
+                            // Debug.Log($"{selectedReceiver.name}[{selectedReceiverIx}] {length(selectedReceiver.outputValue)}" +
+                            // $" {receiver.name}[{receiverIx}] {length(receiver.outputValue)} ");
+                            selectedReceiver = receiver;
+                            selectedReceiverIx = receiverIx;
+                        }
+                    }
+                    receiverIx++;
+                }
+                if (selectedReceiverIx >= thingIds.Length)
+                    return;
+
+                thingIds[selectedReceiverIx] = thingId;
+                if (thingName != null) {
+                    string baseName = selectedReceiver.name;
+                    int colonPos = selectedReceiver.name.IndexOf(":");
+                    if (colonPos > 0)
+                        baseName = selectedReceiver.name.Substring(0, colonPos);
+                    selectedReceiver.name = baseName + ": " + thingName;
+                }
+                Debug.Log($"Receiver {selectedReceiver.name}[{selectedReceiverIx}] for thing {thingId}");
+                selectedReceiver.parent.UpdateStateIsolated();
+        */
+    }
+
+}

ReceptorArray.cs.meta

@@ -0,0 +1,2 @@
+fileFormatVersion: 2
+guid: 9e915c8563642f23891b20522b3589cf