bug fix

src/snn_utils.jl

@@ -123,7 +123,7 @@ function resetLearningParams!(n::alifNeuron)
     
     # reset refractory state at the start/end of episode. Otherwise once neuron goes into 
     # refractory state, it will stay in refractory state forever 
-    reset_refractoryCounter!(n) 
+    # reset_refractoryCounter!(n) 
 end
 
 # function reset_learning_no_wchange!(n::passthroughNeuron)
@@ -136,12 +136,12 @@ end
 function resetLearningParams!(n::linearNeuron)
     reset_epsilonRec!(n)
     reset_wRecChange!(n)
-    reset_v_t!(n)
+    # reset_v_t!(n)
     reset_firing_counter!(n)
     
     # reset refractory state at the start/end of episode. Otherwise once neuron goes into 
     # refractory state, it will stay in refractory state forever 
-    reset_refractoryCounter!(n)
+    # reset_refractoryCounter!(n)
 end
 #------------------------------------------------------------------------------------------------100
 
@@ -279,7 +279,8 @@ end
 function synapticConnStrength!(n::Union{computeNeuron, outputNeuron})
     for (i, connStrength) in enumerate(n.synapticStrength)
         # check whether connStrength increase or decrease based on usage from n.epsilonRec
-        updown = n.epsilonRec[i] == 0.0 ? "down" : "up"
+        #WORKING  n.epsilonRec is all 0.0  why? may b it was reset?
+        updown = n.epsilonRec[i] == 0.0 ? "down" : "up" 
         updatedConnStrength = synapticConnStrength(connStrength, updown)
         updatedConnStrength = GeneralUtils.limitvalue(updatedConnStrength, 
                         n.synapticStrengthLimit.lowerlimit, n.synapticStrengthLimit.upperlimit)
@@ -321,7 +322,7 @@ end
     within its radius. radius must be odd number
 """
 function normalizePeak!(v::Vector, radius::Integer=2)
-    peak = findall(isequal.(v, maximum(abs.(v))))[1]
+    peak = findall(isequal.(abs.(v), maximum(abs.(v))))[1]
     upindex = peak - radius
     upindex = upindex < 1 ? 1 : upindex
     downindex = peak + radius