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minor fix

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This commit is contained in:
ton
2023-08-16 15:19:39 +07:00
parent a53fe45c1b
commit 1bec436408
2 changed files with 5 additions and 5 deletions
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6
src/learn.jl
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@@ -92,7 +92,7 @@ function lifComputeParamsChange!( timeStep::CuArray,
eRec .= phi .* epsilonRec
wRecChange .+= (-eta .* nError .* eRec)
#TODO frequency regulator
# frequency regulator
wRecChange .+= 0.0001 .* ((firingTargetFrequency - (firingCounter./timeStep)) .* timeStep) .*
eta .* eRec
@@ -148,8 +148,8 @@ function alifComputeParamsChange!( timeStep::CuArray,
eRec .= phi .* (epsilonRec .- (beta .* epsilonRecA)) # use eq. 25
wRecChange .+= (-eta .* nError .* eRec)
#TODO frequency regulator
wRecChange .+= 0.0001 .* ((firingTargetFrequency - (firingCounter./timeStep)) ./ timeStep) .*
# frequency regulator
wRecChange .+= 0.0001 .* ((firingTargetFrequency - (firingCounter./timeStep)) .* timeStep) .*
eta .* eRec
# reset epsilonRec

4
src/type.jl
View File

@@ -218,7 +218,7 @@ function kfn_1(params::Dict; device=cpu)
kfn.lif_firingCounter = (similar(kfn.lif_wRec) .= 0) |> device
# firingTargetFrequency = desired count / total sequence length
kfn.lif_firingTargetFrequency = (similar(kfn.lif_wRec) .= 0.2) |> device
kfn.lif_firingTargetFrequency = (similar(kfn.lif_wRec) .= 0.1) |> device
kfn.lif_arrayProjection4d = (similar(kfn.lif_wRec) .= 1) |> device
kfn.lif_recSignal = (similar(kfn.lif_wRec) .= 0) |> device
@@ -267,7 +267,7 @@ function kfn_1(params::Dict; device=cpu)
kfn.alif_firingCounter = (similar(kfn.alif_wRec) .= 0) |> device
# firingTargetFrequency = desired count / total sequence length
kfn.alif_firingTargetFrequency = (similar(kfn.alif_wRec) .= 0.2) |> device
kfn.alif_firingTargetFrequency = (similar(kfn.alif_wRec) .= 0.1) |> device
kfn.alif_arrayProjection4d = (similar(kfn.alif_wRec) .= 1) |> device
kfn.alif_recSignal = (similar(kfn.alif_wRec) .= 0) |> device