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ds param search for ahp after fixes
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rcoreilly committed Mar 8, 2024
1 parent e4d4334 commit 5423ee8
Showing 1 changed file with 18 additions and 11 deletions.
29 changes: 18 additions & 11 deletions examples/pcore_ds/params.go
Original file line number Diff line number Diff line change
Expand Up @@ -24,19 +24,19 @@ var ParamSets = netparams.Sets{
}},
{Sel: ".MatrixLayer", Desc: "all mtx",
Params: params.Params{
"Layer.Inhib.Pool.Gi": "0.5", // 0.5 > others
"Layer.Learn.NeuroMod.BurstGain": "0.1", // 0.1 == 0.2 > 0.05 > 0.5 -- key lrate modulator
"Layer.Learn.RLRate.On": "true", // note: applied for tr update trials
"Layer.Learn.TrgAvgAct.On": "true", // true > false
"Layer.Acts.Mahp.Gbar": "0.01", // 0.01 > 0.02 > 0
"Layer.Acts.Sahp.Gbar": "0.05", // todo test
"Layer.Inhib.Pool.Gi": "0.5", // 0.5 > others
"Layer.Learn.NeuroMod.BurstGain": "0.1", // 0.1 == 0.2 > 0.05 > 0.5 -- key lrate modulator
"Layer.Learn.RLRate.On": "true", // note: applied for tr update trials
"Layer.Learn.TrgAvgAct.On": "true", // true > false
"Layer.Acts.Mahp.Gbar": "0.015", // 0.01 > 0.02 > 0
"Layer.Acts.Sahp.Gbar": "0.03", // todo test
},
Hypers: params.Hypers{
"Layer.Learn.NeuroMod.BurstGain": {"Tweak": "-"},
"Layer.Acts.Kir.Gbar": {"Tweak": "-"},
"Layer.Inhib.Pool.Gi": {"Tweak": "-"},
"Layer.Acts.Mahp.Gbar": {"Tweak": "[0.012,0.015,0.005]"},
"Layer.Acts.Sahp.Gbar": {"Tweak": "[0.04,0.03]"},
"Layer.Acts.Mahp.Gbar": {"Tweak": "-"},
"Layer.Acts.Sahp.Gbar": {"Tweak": "-"},
}},
{Sel: ".DSTNLayer", Desc: "all STN",
Params: params.Params{
Expand All @@ -52,18 +52,25 @@ var ParamSets = netparams.Sets{
"Layer.Acts.Kir.Gbar": {"Tweak": "-"},
"Layer.Acts.SKCa.Gbar": {"Tweak": "-"},
}},
{Sel: "#M1VM", Desc: "all mtx",
{Sel: "#M1VM", Desc: "",
Params: params.Params{
"Layer.Learn.NeuroMod.AChDisInhib": "0",
}},
{Sel: ".PFCLayer", Desc: "",
Params: params.Params{
"Layer.Acts.Mahp.Gbar": "0.02", // 0.02 def
"Layer.Acts.Sahp.Gbar": "0.05", // 0.05 def
},
Hypers: params.Hypers{
"Layer.Acts.Mahp.Gbar": {"Tweak": "[0.01,0.015,0.005]"},
"Layer.Acts.Sahp.Gbar": {"Tweak": "[0.04,0.03,0.02]"},
}},
{Sel: ".PTMaintLayer", Desc: "time integration params",
Params: params.Params{
"Layer.Inhib.Layer.Gi": "2.2", // 2.2 def
"Layer.Acts.Dend.ModGain": "1.0", // 1.5 def
"Layer.Acts.Kir.Gbar": "0", // no real diff here over range 0-10
"Layer.Acts.MaintNMDA.Gbar": "0.007", // 0.007 default
"Layer.Acts.Mahp.Gbar": "0.0", //
"Layer.Acts.Sahp.Gbar": "0.0", //
}},
{Sel: "#MotorBS", Desc: "",
Params: params.Params{
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