change how to random neuron's initial weight

2023-08-26 17:19:22 +07:00
parent 3ca52b03f5
commit bf78ca5086
3 changed files with 3 additions and 62 deletions
--- a/src/type.jl
+++ b/src/type.jl
@@ -376,8 +376,8 @@ function wRec(row, col, n, synapticConnectionNumber)
    end

    # 10% of neuron connection should be enough to start to make neuron fires
-    should_be_avg_weight = 1 / (0.1 * synapticConnectionNumber)
-    w = w .* (should_be_avg_weight / maximum(w))    # adjust overall weight
+    avgWeight = sum(w)/length(w)
+    w = w .* (0.1 / avgWeight)    # adjust overall weight

    return w    #(row, col, n)
 end
@@ -423,8 +423,6 @@ end



-
-