add multithreading

src/forward.jl

@@ -2,7 +2,7 @@ module forward
 
 using Flux.Optimise: apply!
 
-using Statistics, Flux, Random, LinearAlgebra
+using Statistics, Flux, Random, LinearAlgebra, JSON3
 using GeneralUtils
 using ..types, ..snn_utils
 
@@ -77,8 +77,8 @@ function (kfn::kfn_1)(m::model, input_data::AbstractVector)
 
     kfn.firedNeurons_t0 = [n.z_t for n in kfn.neuronsArray]    #TODO check if it is used?
 
-    #CHANGE Threads.@threads for n in kfn.neuronsArray
-    for n in kfn.neuronsArray
+    Threads.@threads for n in kfn.neuronsArray
+    # for n in kfn.neuronsArray
         n(kfn)
     end
 
@@ -88,8 +88,8 @@ function (kfn::kfn_1)(m::model, input_data::AbstractVector)
         kfn.firedNeurons |> unique!    # use for random new neuron connection
     end
 
-    # Threads.@threads for n in kfn.outputNeuronsArray
-    for n in kfn.outputNeuronsArray
+    Threads.@threads for n in kfn.outputNeuronsArray
+    # for n in kfn.outputNeuronsArray
         n(kfn)
     end