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pvlv_param_sets.go
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pvlv_param_sets.go
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// Copyright (c) 2020, The Emergent Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.
package main
import (
"github.com/emer/emergent/params"
)
var ParamSets = params.Sets{
{Name: "Base", Desc: "base params", Sheets: params.Sheets{
"Network": ¶ms.Sheet{
{Sel: "Layer", Desc: "default Leabra layer params",
Params: params.Params{
"Layer.Act.Init.Decay": "0",
"Layer.Act.Erev.K": "0.1",
"Layer.Act.KNa.On": "false",
"Layer.Inhib.Layer.On": "true",
"Layer.Inhib.Layer.Gi": "1",
"Layer.Inhib.Layer.FB": "0",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Pool.Gi": "2",
"Layer.Inhib.Pool.FB": "0",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "0.3",
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.Learn.AvgL.Init": "0.1",
}},
{Sel: "Prjn", Desc: "no extra learning factors",
Params: params.Params{
"Prjn.Learn.Norm.On": "false",
"Prjn.Learn.Momentum.On": "false",
"Prjn.Learn.WtBal.On": "false",
"Prjn.WtInit.Sym": "false",
}},
{Sel: ".PVLVLrnCons", Desc: "Base for most projections",
Params: params.Params{
"Prjn.Learn.Learn": "true",
"Prjn.Learn.Lrate": "0.02",
"Prjn.WtInit.Mean": "0.01",
"Prjn.WtInit.Var": "0",
"Prjn.WtInit.Sym": "false",
}},
{Sel: ".BLAmygConsStim", Desc: "StimIn to BLA",
Params: params.Params{
"Prjn.Learn.Learn": "true",
"Prjn.Learn.Lrate": "0.2",
"Prjn.Learn.WtSig.Gain": "1",
"Prjn.WtInit.Dist": "Gaussian",
"Prjn.WtInit.Mean": "0",
"Prjn.WtInit.Var": "1",
"Prjn.WtInit.Sym": "false",
"Prjn.WtScale.Abs": "0.8",
"Prjn.SetScale": "true",
"Prjn.SetScaleMin": "0.07",
"Prjn.SetScaleMax": "1",
"Prjn.InitWtVal": "0.07",
}},
{Sel: ".BLAmygConsUS", Desc: "US to BLAmyg",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtScale.Rel": "0.08",
"Prjn.WtInit.Mean": "0.5",
"Prjn.WtInit.Var": "0",
"Prjn.WtInit.Sym": "false",
}},
{Sel: ".BLAmygConsCntxtExt", Desc: "ContextIn to BLA projections",
Params: params.Params{
"Prjn.WtScale.Abs": "0.75",
"Prjn.Learn.Lrate": "0.5",
"Prjn.Learn.WtSig.Gain": "1",
"Prjn.DALRBase": "0",
"Prjn.DALrnThr": "0.01",
"Prjn.ActDeltaThr": "0",
"Prjn.WtInit.Dist": "Gaussian",
"Prjn.WtInit.Mean": "0",
"Prjn.WtInit.Var": "1",
"Prjn.Learn.Learn": "true",
"Prjn.SetScale": "true",
"Prjn.SetScaleMin": "0.1",
"Prjn.SetScaleMax": "1",
}},
{Sel: ".BLAmygConsInhib", Desc: "BLAmyg lateral inhibition",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtScale.Abs": "1.2",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
}},
{Sel: ".VSPatchConsToPosD1", Desc: "To VSPatchPosD1",
Params: params.Params{
"Prjn.WtInit.Mean": "0.02",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.015",
//"Prjn.Learn.Lrate": "0.005",
}},
{Sel: ".VSPatchConsToPosD2", Desc: "To VSPatchPosD2",
Params: params.Params{
"Prjn.WtInit.Mean": "0.02",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.012",
}},
{Sel: ".VSPatchConsToNegD1", Desc: "To VSPatchNegD1",
Params: params.Params{
"Prjn.WtInit.Mean": "0.02",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.01",
}},
{Sel: ".VSPatchConsToNegD2", Desc: "To VSPatchNegD2",
Params: params.Params{
"Prjn.WtInit.Mean": "0.02",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.01",
}},
{Sel: ".VSMatrixConsToPosD1", Desc: "To VSMatrixPosD1",
Params: params.Params{
"Prjn.WtScale.Abs": "0.25",
"Prjn.WtInit.Mean": "0.01",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.03",
//"Prjn.Learn.Lrate": "0.02",
}},
{Sel: ".VSMatrixConsToPosD2", Desc: "To VSMatrixPosD2",
Params: params.Params{
"Prjn.WtScale.Abs": "0.25",
"Prjn.WtInit.Mean": "0.01",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.06",
}},
{Sel: ".VSMatrixConsToNegD1", Desc: "To VSMatrixPosD1",
Params: params.Params{
"Prjn.WtScale.Abs": "0.25",
"Prjn.WtInit.Mean": "0.01",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.06",
}},
{Sel: ".VSMatrixConsToNegD2", Desc: "To VSMatrixNegD2",
Params: params.Params{
"Prjn.WtScale.Abs": "0.25",
"Prjn.WtInit.Mean": "0.01",
"Prjn.WtInit.Var": "0",
"Prjn.Learn.Lrate": "0.03",
}},
{Sel: ".CElExtToAcqInhib", Desc: "CElAmyg lateral",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
"Prjn.WtScale.Abs": "2.1",
}},
{Sel: ".CElAcqToExtInhib", Desc: "CElAmyg lateral",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
"Prjn.WtInit.Sym": "false",
"Prjn.WtScale.Abs": "0.6",
}},
{Sel: ".CElAcqToExtDeepMod", Desc: "CElAmyg ModLevel",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
"Prjn.WtInit.Sym": "false",
}},
{Sel: ".StimToBLAmyg", Desc: "StimIn to BLAmyg",
Params: params.Params{
"Prjn.Learn.Lrate": "0.2",
}},
{Sel: ".PVToCElPVAct", Desc: "Clamp from PV to CEl",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtInit.Mean": "1",
"Prjn.WtInit.Var": "0",
}},
{Sel: ".CEltoCeMFixed", Desc: "CEl to CEm",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtScale.Abs": "1.3",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
}},
{Sel: ".PVLVFixedCons", Desc: "Fixed projections",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
}},
{Sel: ".CtxtToBLAmyg", Desc: "ContextIn to BLAmyg",
Params: params.Params{
"Prjn.Learn.Lrate": "0.5",
}},
{Sel: ".StimExtToBLAmyg", Desc: "StimInExt to BLAmyg",
Params: params.Params{
"Prjn.Learn.Lrate": "0.5",
}},
{Sel: ".CElAmygCons", Desc: "CElAmyg",
Params: params.Params{
"Prjn.Learn.Lrate": "0.2",
"Prjn.WtScale.Abs": "2.5",
"Prjn.Learn.WtSig.Gain": "1",
"Prjn.WtInit.Mean": "0.02",
"Prjn.WtInit.Var": "0",
"Prjn.WtInit.Sym": "false",
"Prjn.DALRBase": "0",
"Prjn.DALrnThr": "0.01",
"Prjn.ActDeltaThr": "0",
}},
{Sel: ".CElAmygConsFmBLA", Desc: "CElAmyg",
Params: params.Params{
"Prjn.Learn.Lrate": "0.05",
"Prjn.WtInit.Mean": "0.1",
"Prjn.WtInit.Var": "0",
"Prjn.DALRBase": "0",
"Prjn.DALrnThr": "0.01",
"Prjn.ActDeltaThr": "0",
}},
{Sel: ".CElAmygConsExtFmBLA", Desc: "CElAmyg",
Params: params.Params{
"Prjn.Learn.Lrate": "0",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
"Prjn.DALrnThr": "0.01",
"Prjn.ActDeltaThr": "0",
}},
{Sel: ".BLAToCElA", Desc: "BL to CEl",
Params: params.Params{
"Prjn.Learn.Lrate": "0.05",
}},
{Sel: ".BLAToCElAExt", Desc: "BL to CEl ext",
Params: params.Params{
"Prjn.Learn.Lrate": "0.0",
}},
{Sel: ".BLAToVSDeepMod", Desc: "BLA to VS, also lateral within BLA",
Params: params.Params{
"Prjn.Learn.Learn": "false",
"Prjn.WtInit.Mean": "0.9",
"Prjn.WtInit.Var": "0",
}},
{Sel: ".PVLVLayer", Desc: "Global layer params",
Params: params.Params{
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.Inhib.ActAvg.Adjust": "0",
"Layer.Inhib.ActAvg.Init": "0.25",
}},
{Sel: ".DALayer", Desc: "DA source layer",
Params: params.Params{
"Layer.Inhib.Self.On": "true",
}},
{Sel: ".AmygdalaLayer", Desc: "Amygdala layers",
Params: params.Params{
"Layer.Inhib.Layer.FB": "1",
"Layer.Inhib.Layer.FF0": "0",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Self.DaOn": "true",
"Layer.Inhib.Self.Gi": "0.3",
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.Inhib.ActAvg.Adjust": "0",
"Layer.Inhib.ActAvg.Init": "0.25",
"Layer.Inhib.Self.FB": "2.5",
}},
{Sel: ".CEmLayer", Desc: "both CEm layers",
Params: params.Params{
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.Act.XX1.Gain": "200",
"Layer.Inhib.Layer.FB": "0",
"Layer.Inhib.Layer.FBTau": "3",
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "2.05",
"Layer.Inhib.Self.Tau": "3.8",
}},
{Sel: "#VSPatchPosD1", Desc: "VSPatchPosD1 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.ActModZero": "false",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.On": "false",
"Layer.DaMod.BurstGain": "1",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Layer.Gi": "1.5",
"Layer.Inhib.Layer.FB": "0.1",
"Layer.Inhib.Self.Gi": "0.5",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "#VSPatchPosD2", Desc: "VSPatchPosD2 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.ActModZero": "true",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.On": "false",
"Layer.DaMod.BurstGain": "3",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Layer.Gi": "1.5",
"Layer.Inhib.Layer.FB": "0.1",
"Layer.Inhib.Self.Gi": "0.5",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "#VSPatchNegD1", Desc: "VSPatchNegD1 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.ActModZero": "true",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.On": "false",
"Layer.DaMod.BurstGain": "0.5",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Layer.Gi": "1.5",
"Layer.Inhib.Layer.FB": "0.1",
"Layer.Inhib.Self.Gi": "0.5",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "#VSPatchNegD2", Desc: "VSPatchNegD2 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.ActModZero": "false",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.On": "false",
"Layer.DaMod.BurstGain": "1",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Layer.Gi": "1.5",
"Layer.Inhib.Layer.FB": "0.1",
"Layer.Inhib.Self.Gi": "0.5",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: ".VSMatrixLayer", Desc: "VSMatrix layers",
Params: params.Params{
"Layer.Act.XX1.Gain": "200",
"Layer.ActModZero": "false",
"Layer.DIParams.Active": "true",
"Layer.DIParams.PrvQ": "0",
"Layer.DIParams.PrvTrl": "6",
"Layer.DaMod.On": "false",
"Layer.Inhib.Self.Gi": "0.3",
"Layer.ModNetThreshold": "0.05",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "#VSMatrixPosD1", Desc: "VSMatrixPosD1 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "200",
"Layer.ActModZero": "false",
"Layer.DIParams.Active": "true",
"Layer.DIParams.PrvQ": "0",
"Layer.DIParams.PrvTrl": "6",
"Layer.DaMod.On": "false",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.BurstGain": "1",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Self.Gi": "0.3",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "#VSMatrixPosD2", Desc: "VSMatrixPosD2 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "200",
"Layer.ActModZero": "false",
"Layer.DIParams.Active": "true",
"Layer.DIParams.PrvQ": "0",
"Layer.DIParams.PrvTrl": "6",
"Layer.DaMod.On": "false",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.BurstGain": "1",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Self.Gi": "0.3",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "#VSMatrixNegD1", Desc: "VSMatrixNegD1 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "200",
"Layer.ActModZero": "false",
"Layer.DIParams.Active": "true",
"Layer.DIParams.PrvQ": "0",
"Layer.DIParams.PrvTrl": "6",
"Layer.DaMod.On": "false",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.BurstGain": "1",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Self.Gi": "0.3",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "#VSMatrixNegD2", Desc: "VSMatrixNegD2 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "200",
"Layer.ActModZero": "false",
"Layer.DIParams.Active": "true",
"Layer.DIParams.PrvQ": "0",
"Layer.DIParams.PrvTrl": "6",
"Layer.DaMod.On": "false",
"Layer.ModNetThreshold": "0.05",
"Layer.DaMod.BurstGain": "0.2",
"Layer.DaMod.DipGain": "1",
"Layer.Inhib.Self.Gi": "0.3",
"Layer.Learn.AvgL.Init": "0.4",
}},
{Sel: "BLAmygLayer", Desc: "BLAmyg layer defaults",
Params: params.Params{
"Layer.Inhib.ActAvg.Init": "0.1",
"Layer.Inhib.ActAvg.Fixed": "true",
}},
{Sel: ".CemPosToPPTg", Desc: "CemPos-PPTg projection, only input to PPTg",
Params: params.Params{
"Prjn.Learn.Learn": "false",
}},
{Sel: "#BLAmygPosD1", Desc: "BLAmygPosD1 layer",
Params: params.Params{
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.DaMod.BurstGain": "0",
"Layer.DaMod.DipGain": "0.05",
"Layer.ActModZero": "false",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.Act.XX1.Gain": "40",
"Layer.Inhib.Layer.On": "false",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Pool.Gi": "1",
"Layer.Inhib.Pool.FBTau": "3",
"Layer.Inhib.Pool.MaxVsAvg": "0.5",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "0.5",
"Layer.Inhib.ActAvg.Init": "0.05",
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.Learn.AvgL.Init": "0.4",
"Layer.ILI.Gi": "1.5",
"Layer.ILI.Add": "true",
}},
{Sel: "#BLAmygNegD2", Desc: "BLAmygNegD2 layer",
Params: params.Params{
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.DaMod.BurstGain": "0.1",
"Layer.DaMod.DipGain": "0",
"Layer.ActModZero": "false",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.Act.XX1.Gain": "40",
"Layer.Inhib.Layer.On": "false",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Pool.Gi": "1",
"Layer.Inhib.Pool.FBTau": "3",
"Layer.Inhib.Pool.MaxVsAvg": "0.5",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "0.5",
"Layer.Inhib.ActAvg.Init": "0.05",
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.ILI.Gi": "1.5",
"Layer.ILI.Add": "true",
}},
{Sel: "#BLAmygPosD2", Desc: "BLAmygPosD2 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.DaMod.BurstGain": "1",
"Layer.DaMod.DipGain": "1",
"Layer.ActModZero": "true",
"Layer.Inhib.Layer.On": "false",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.ActAvg.Init": "0.2",
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "1.2",
"Layer.ModNetThreshold": "0.1",
}},
{Sel: "#BLAmygNegD1", Desc: "BLAmygNegD1 layer",
Params: params.Params{
"Layer.Act.XX1.Gain": "80",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.DaMod.BurstGain": "1",
"Layer.DaMod.DipGain": "1",
"Layer.ActModZero": "true",
"Layer.Inhib.Layer.On": "false",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.ActAvg.Init": "0.2",
"Layer.Inhib.ActAvg.Fixed": "true",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "1.2",
"Layer.ModNetThreshold": "0.1",
}},
{Sel: "#CElAcqPosD1", Desc: "CElAcqPosD1 layer",
Params: params.Params{
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.Act.Init.Vm": "0.55",
"Layer.DaMod.BurstGain": "0",
"Layer.DaMod.DipGain": "0.2",
"Layer.AcqDeepMod": "true",
"Layer.ActModZero": "false",
"Layer.Inhib.Layer.FB": "1",
"Layer.Inhib.Layer.FBTau": "3",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "2.5",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Erev.L": "0.55",
"Layer.Act.Erev.I": "0.4",
}},
{Sel: "#CElAcqNegD2", Desc: "CElAcqNegD2 layer",
Params: params.Params{
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.Act.Init.Vm": "0.55",
"Layer.DaMod.BurstGain": "0.002",
"Layer.DaMod.DipGain": "0",
"Layer.AcqDeepMod": "true",
"Layer.ActModZero": "false",
"Layer.Inhib.Layer.FB": "1",
"Layer.Inhib.Layer.FBTau": "3",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "2.5",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Erev.L": "0.55",
"Layer.Act.Erev.I": "0.4",
}},
{Sel: "#CElExtPosD2", Desc: "CElExtPosD2 layer",
Params: params.Params{
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.Act.Init.Vm": "0.55",
"Layer.DaMod.BurstGain": "0.01",
"Layer.DaMod.DipGain": "0.05",
"Layer.AcqDeepMod": "true",
"Layer.ActModZero": "false",
"Layer.Inhib.Layer.FB": "1",
"Layer.Inhib.Layer.FBTau": "3",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "3",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Gbar.L": "0.8",
"Layer.Act.Erev.L": "0.55",
"Layer.Act.Erev.I": "0.4",
}},
{Sel: "#CElExtNegD1", Desc: "CElExtNegD1 layer",
Params: params.Params{
"Layer.DaMod.On": "true",
"Layer.Minus": "1",
"Layer.Plus": "1",
"Layer.Act.Init.Vm": "0.55",
"Layer.DaMod.BurstGain": "0.05",
"Layer.DaMod.DipGain": "0.01",
"Layer.AcqDeepMod": "true",
"Layer.ActModZero": "false",
"Layer.Inhib.Layer.FB": "1",
"Layer.Inhib.Layer.FBTau": "3",
"Layer.Inhib.Pool.On": "false",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "3",
"Layer.Act.Dt.VmTau": "5",
"Layer.Act.Dt.GTau": "3",
"Layer.Act.XX1.Gain": "40",
"Layer.Act.Erev.L": "0.55",
"Layer.Act.Erev.I": "0.4",
}},
{Sel: "#LHbRMTg", Desc: "Lateral Habenula / RMTg",
Params: params.Params{
"Layer.Gains.VSPatchPosD1": "1.7",
"Layer.Gains.VSPatchPosD2": "1.7",
"Layer.Inhib.Self.On": "true",
"Layer.Inhib.Self.Gi": "0.8",
"Layer.Inhib.ActAvg.Fixed": "true",
}},
{Sel: "#StimIn", Desc: "StimIn layer",
Params: params.Params{
"Layer.Inhib.Layer.Gi": "2",
"Layer.Inhib.Layer.FB": "0.5",
"Layer.Inhib.ActAvg.Init": "0.1",
"Layer.Inhib.ActAvg.Fixed": "true",
}},
{Sel: "#USTimeIn", Desc: "USTimeIn layer",
Params: params.Params{
"Layer.Inhib.Layer.Gi": "2",
"Layer.Inhib.Layer.FB": "0.5",
"Layer.Inhib.ActAvg.Init": "0.002",
"Layer.Inhib.ActAvg.Fixed": "true",
}},
{Sel: "#ContextIn", Desc: "ContextIn layer",
Params: params.Params{
"Layer.Inhib.Layer.Gi": "2",
"Layer.Inhib.Layer.FB": "0.5",
"Layer.Inhib.ActAvg.Init": "0.02",
"Layer.Inhib.ActAvg.Fixed": "true",
}},
{Sel: "#PPTg", Desc: "PPTg layer",
Params: params.Params{
"Layer.ActThreshold": "0.02",
"Layer.ClampActivation": "true",
"Layer.DNetGain": "1",
}},
{Sel: "#VTAp", Desc: "VTAp layer",
Params: params.Params{
"Layer.Act.Clamp.Range.Min": "-2",
"Layer.Act.Clamp.Range.Max": "2",
"Layer.DAGains.PPTg": "1.1",
}},
{Sel: "#VTAn", Desc: "VTAn layer",
Params: params.Params{
"Layer.Act.Clamp.Range.Min": "-2",
"Layer.Act.Clamp.Range.Max": "2",
"Layer.DAGains.PVIBurstShunt": "0.9",
}},
},
}},
}