cond

package
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 Go to latest Published: Mar 14, 2023 License: BSD-3-Clause Imports: 11 Imported by: 1

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Constants

This section is empty.

Variables

View Source 
var (
	NUSs = 4

	NStims = 12

	MaxTime = 6

	USShape = []int{1, NUSs}

	StimShape = []int{3, 4}

	ContextShape = []int{6, 5}

	// USTimeShape is overall shape of USTime
	USTimeShape = []int{StimShape[0], StimShape[1], 1, MaxTime}

	// USTimeOff is activated when the US goes off
	USTimeOff = []int{StimShape[0] - 1, StimShape[1] - 1, 0, 5}

	// Stims maps stimuli to indexes for input layer
	Stims = map[string]int{
		"A": 0,
		"B": 1,
		"C": 2,
		"D": 3,
		"E": 4,
		"F": 5,
		"U": 6,
		"V": 7,
		"W": 8,
		"X": 9,
		"Y": 10,
		"Z": 11,
	}

	// Contexts maps contexts to indexes for input layer
	Contexts = map[string]int{
		"A":   0,
		"B":   1,
		"C":   2,
		"D":   3,
		"E":   4,
		"F":   5,
		"U":   6,
		"V":   7,
		"W":   8,
		"X":   9,
		"Y":   10,
		"Z":   11,
		"AB":  12,
		"AC":  13,
		"AX":  14,
		"AY":  15,
		"AZ":  16,
		"BX":  17,
		"BY":  18,
		"BZ":  19,
		"CX":  20,
		"CY":  21,
		"CZ":  22,
		"DU":  23,
		"ED":  24,
		"EU":  25,
		"EV":  26,
		"FV":  27,
		"A_B": 28,
	}
)
View Source 
var AllBlocks = map[string]Block{
	"PosAcq": {
		{
			Name:     "A_R",
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosAcq_B50": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0.5,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"USDebug": {
		{
			Name:     "A_R",
			Pct:      1.0,
			Valence:  Pos,
			USProb:   1.0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosAcq_A50": {
		{
			Name:     "A_R",
			Pct:      1.0,
			Valence:  Pos,
			USProb:   0.5,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"US0": {
		{
			Name:     "A_R",
			Pct:      1.0,
			Valence:  Pos,
			USProb:   0.01,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosReacq": {
		{
			Name:     "A_R_reacq",
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R_reacq",
			Pct:      0,
			Valence:  Pos,
			USProb:   0.5,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"PosAcqPreSecondOrder": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   7,
			CS:       "A",
			CSStart:  3,
			CSEnd:    5,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  5,
			USEnd:    5,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0.5,
			MixedUS:  false,
			USMag:    1,
			NTicks:   7,
			CS:       "B",
			CSStart:  3,
			CSEnd:    5,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  5,
			USEnd:    5,
			Context:  "B",
		},
	},
	"PosAcq_B100": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"PosAcq_B25": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0.250,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"PosAcqOmit": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "A_NR",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosNeg": {
		{
			Name:     "Z_R",
			Pct:      0.167,
			Valence:  Neg,
			USProb:   0.250,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "Z",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Z",
		},
		{
			Name:     "Z_R",
			Pct:      0.167,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "Z",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Z",
		},
		{
			Name:     "Z_R_tst",
			Pct:      0.167,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "Z",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Z",
		},
		{
			Name:     "W_R",
			Pct:      0.167,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "W",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "W",
		},
		{
			Name:     "W_R",
			Pct:      0.167,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "W",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "W",
		},
		{
			Name:     "W_R_test",
			Test:     true,
			Pct:      0.167,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "W",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "W",
		},
	},
	"PosOrNegAcq": {
		{
			Name:     "Z_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  true,
			USMag:    1,
			NTicks:   5,
			CS:       "Z",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Z",
		},
		{
			Name:     "Z_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  true,
			USMag:    1,
			NTicks:   5,
			CS:       "Z",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Z",
		},
	},
	"Overexpectation_train": {
		{
			Name:     "A_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
		{
			Name:     "C_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "X_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "X",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "X",
		},
		{
			Name:     "Y_NR",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "Y",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Y",
		},
	},
	"OverexpectationCompound": {
		{
			Name:     "AX_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "AX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AX",
		},
		{
			Name:     "BY_NR",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "BY",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "BY",
		},
		{
			Name:     "CY_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "CY",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "CY",
		},
		{
			Name:     "X_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "X",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "X",
		},
		{
			Name:     "Y_NR",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "Y",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Y",
		},
	},
	"Overexpectation_test": {
		{
			Name:     "A_NR_test",
			Test:     true,
			Pct:      0.250,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_NR_test",
			Test:     true,
			Pct:      0.250,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
		{
			Name:     "C_NR_test",
			Test:     true,
			Pct:      0.250,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "X_R_test",
			Test:     true,
			Pct:      0.250,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "X",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "X",
		},
	},
	"PosAcqEarlyUS_test": {
		{
			Name:     "A_R_late",
			Test:     true,
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  4,
			USEnd:    4,
			Context:  "A",
		},
		{
			Name:     "A_R_early",
			Test:     true,
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  2,
			USEnd:    2,
			Context:  "A",
		},
	},
	"PosOrienting": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"PosAcqMagnitude": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"PosAcqMagnitudeChange": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"NegAcqMagnitude": {
		{
			Name:     "D_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "E_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
	},
	"NegAcqMagnitudeChange": {
		{
			Name:     "D_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "E_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
	},
	"PosExtinct": {
		{
			Name:     "A_NR",
			Pct:      1,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosExtinct_AB": {
		{
			Name:     "A_NR",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_NR",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"PosCondInhib": {
		{
			Name:     "A_R",
			Pct:      0.650,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "AX_NR",
			Pct:      0.350,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AX",
		},
	},
	"PosCondInhib_test": {
		{
			Name:     "A_NR_test",
			Test:     true,
			Pct:      0.330,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "AX_NR_test",
			Test:     true,
			Pct:      0.330,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AX",
		},
		{
			Name:     "X_NR_test",
			Test:     true,
			Pct:      0.330,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "X",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "X",
		},
	},
	"PosSecondOrderCond": {
		{
			Name:     "A_R",
			Pct:      0.950,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  true,
			USMag:    1,
			NTicks:   7,
			CS:       "A",
			CSStart:  3,
			CSEnd:    5,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  5,
			USEnd:    5,
			Context:  "A",
		},
		{
			Name:     "AC_NR",
			Pct:      0.050,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   7,
			CS:       "AC",
			CSStart:  3,
			CSEnd:    5,
			CS2Start: 1,
			CS2End:   2,
			US:       0,
			USStart:  5,
			USEnd:    5,
			Context:  "AC",
		},
	},
	"NegAcq": {
		{
			Name:     "D_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "E_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   0.250,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
	},
	"NegExtinct": {
		{
			Name:     "D_NR",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "E_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   0.5,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
	},
	"NegCondInhib": {
		{
			Name:     "D_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "DU_NR",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "DU",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "DU",
		},
	},
	"NegCondInhib_test": {
		{
			Name:     "D_NR_test",
			Test:     true,
			Pct:      0.333,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "DU_NR_test",
			Test:     true,
			Pct:      0.333,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "DU",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "DU",
		},
		{
			Name:     "U_NR_test",
			Test:     true,
			Pct:      0.333,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "U",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "U",
		},
	},
	"PosAcq_cxA": {
		{
			Name:     "A_R_cxA",
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosExtinct_cxB": {
		{
			Name:     "A_NR_cxB",
			Pct:      1,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A_B",
		},
	},
	"PosRenewal_cxA": {
		{
			Name:     "A_NR_cxA",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "A_NR_cxB",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A_B",
		},
	},
	"PosBlocking_A_train": {
		{
			Name:     "A_R",
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosBlocking": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "AB_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AB",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AB",
		},
	},
	"PosBlocking_test": {
		{
			Name:     "B_R_test",
			Test:     true,
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"PosBlocking2_test": {
		{
			Name:     "A_R_test",
			Test:     true,
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R_test",
			Test:     true,
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"NegBlocking_E_train": {
		{
			Name:     "E_R",
			Pct:      1,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
	},
	"NegBlocking": {
		{
			Name:     "E_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
		{
			Name:     "ED_R",
			Pct:      0.5,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "ED",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "ED",
		},
	},
	"NegBlocking_test": {
		{
			Name:     "D_R",
			Test:     true,
			Pct:      1,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
	},
	"PosSumAcq": {
		{
			Name:     "A_R",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "C_R",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "B_NR",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"NegSumAcq": {
		{
			Name:     "D_R",
			Pct:      0.333,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "E_R",
			Pct:      0.333,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
		{
			Name:     "F_NR",
			Pct:      0.333,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "F",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "F",
		},
	},
	"PosCondInhib_BY": {
		{
			Name:     "A_R",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "AX_NR",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AX",
		},
		{
			Name:     "BY_NR",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "BY",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "BY",
		},
	},
	"NegCondInhib_FV": {
		{
			Name:     "D_R",
			Pct:      0.333,
			Valence:  Neg,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "DU_NR",
			Pct:      0.333,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "DU",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "DU",
		},
		{
			Name:     "FV_NR",
			Pct:      0.333,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    0,
			NTicks:   5,
			CS:       "FV",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "FV",
		},
	},
	"NegSumCondInhib_test": {
		{
			Name:     "D_NR_test",
			Test:     true,
			Pct:      0.171,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "D",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "D",
		},
		{
			Name:     "E_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "E",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "E",
		},
		{
			Name:     "U_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "U",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "U",
		},
		{
			Name:     "DU_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "DU",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "DU",
		},
		{
			Name:     "EU_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "EU",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "EU",
		},
		{
			Name:     "EV_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Neg,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "EV",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "EV",
		},
	},
	"PosSumCondInhib_test": {
		{
			Name:     "A_NR_test",
			Test:     true,
			Pct:      0.171,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "C_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "X_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "X",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "X",
		},
		{
			Name:     "AX_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AX",
		},
		{
			Name:     "CX_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "CX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "CX",
		},
		{
			Name:     "CY_NR_test",
			Test:     true,
			Pct:      0.166,
			Valence:  Pos,
			USProb:   0,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "CY",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "CY",
		},
	},
	"Unblocking_train": {
		{
			Name:     "A_R",
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "C_R",
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "B_R",
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"UnblockingValue": {
		{
			Name:     "AX_R",
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AX",
		},
		{
			Name:     "CZ_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "CZ",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "CZ",
		},
		{
			Name:     "A_R",
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "C_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "B_R",
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"UnblockingValue_test": {
		{
			Name:     "A_R_test",
			Test:     true,
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "C_R_test",
			Test:     true,
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "X_R_test",
			Test:     true,
			Pct:      0,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "X",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "X",
		},
		{
			Name:     "Z_R_test",
			Test:     true,
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "Z",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Z",
		},
	},
	"Unblocking_trainUS": {
		{
			Name:     "A_R",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "C_R",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.100,
			NTicks:   5,
			CS:       "C",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "C",
		},
		{
			Name:     "B_R",
			Pct:      0.333,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       1,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"UnblockingIdentity": {
		{
			Name:     "AX_R",
			Pct:      0.300,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AX",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AX",
		},
		{
			Name:     "BY_R",
			Pct:      0.300,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "BY",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "BY",
		},
		{
			Name:     "A_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R",
			Pct:      0.200,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       1,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"UnblockingIdentity_test": {
		{
			Name:     "A_R_test",
			Test:     true,
			Pct:      0.251,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "B_R_test",
			Test:     true,
			Pct:      0.251,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       1,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
		{
			Name:     "X_R_test",
			Test:     true,
			Pct:      0.251,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "X",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "X",
		},
		{
			Name:     "Y_R_test",
			Test:     true,
			Pct:      0.248,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "Y",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "Y",
		},
	},
	"PosUpUnblocking_A_train": {
		{
			Name:     "A_R",
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
	"PosUpUnblocking": {
		{
			Name:     "A_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    0.5,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
		{
			Name:     "AB_R",
			Pct:      0.5,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "AB",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: 1,
			CS2End:   3,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "AB",
		},
	},
	"PosUpUnblocking_test": {
		{
			Name:     "B_R",
			Test:     true,
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "B",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "B",
		},
	},
	"BlankTemplate": {
		{
			Name:     "",
			Pct:      1,
			Valence:  Pos,
			USProb:   1,
			MixedUS:  false,
			USMag:    1,
			NTicks:   5,
			CS:       "A",
			CSStart:  1,
			CSEnd:    3,
			CS2Start: -1,
			CS2End:   -1,
			US:       0,
			USStart:  3,
			USEnd:    3,
			Context:  "A",
		},
	},
}
View Source 
var AllConditions = map[string]*Condition{
	"PosAcq": {
		Name:      "PosAcq",
		Desc:      "Standard positive valence acquisition: A = 100%",
		Block:     "PosAcq",
		FixedProb: true,
		NBlocks:   51,
		NTrials:   4,
		Permute:   true,
	},
	"PosAcq_B50": {
		Name:      "PosAcq_B50",
		Desc:      "Standard positive valence acquisition: A = 100%, B = 50%",
		Block:     "PosAcq_B50",
		FixedProb: true,
		NBlocks:   51,
		NTrials:   8,
		Permute:   true,
	},
	"PosAcq_A50": {
		Name:      "PosAcq_A50",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos at 50%",
		Block:     "PosAcq_A50",
		FixedProb: true,
		NBlocks:   51,
		NTrials:   10,
		Permute:   true,
	},
	"US0": {
		Name:      "US0",
		Desc:      "No US at all",
		Block:     "US0",
		FixedProb: true,
		NBlocks:   5,
		NTrials:   100,
		Permute:   true,
	},
	"PosAcqPreSecondOrder": {
		Name:      "PosAcqPreSecondOrder",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos, B at 50%",
		Block:     "PosAcqPreSecondOrder",
		FixedProb: true,
		NBlocks:   51,
		NTrials:   8,
		Permute:   true,
	},
	"PosAcq_B50Cont": {
		Name:      "PosAcq_B50Cont",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos, B at 50% reinf, tags further learning as reacq",
		Block:     "PosReacq",
		FixedProb: true,
		NBlocks:   50,
		NTrials:   8,
		Permute:   true,
	},
	"PosAcq_B100": {
		Name:      "PosAcq_B100",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos, B at 100%",
		Block:     "PosAcq_B100",
		FixedProb: true,
		NBlocks:   50,
		NTrials:   8,
		Permute:   true,
	},
	"PosAcq_B100Cont": {
		Name:      "PosAcq_B100Cont",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos -- continue w/ wts",
		Block:     "PosAcq_B100",
		FixedProb: true,
		NBlocks:   50,
		NTrials:   8,
		Permute:   true,
	},
	"PosAcqEarlyUS_test": {
		Name:      "PosAcqEarlyUS_test",
		Desc:      "Testing session: after pos_acq trng, deliver US early or late",
		Block:     "PosAcqEarlyUS_test",
		FixedProb: true,
		NBlocks:   5,
		NTrials:   2,
		Permute:   false,
	},
	"PosAcq_B25": {
		Name:      "PosAcq_B25",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos",
		Block:     "PosAcq_B25",
		FixedProb: true,
		NBlocks:   200,
		NTrials:   8,
		Permute:   true,
	},
	"PosExtinct": {
		Name:      "PosExtinct",
		Desc:      "Pavlovian extinction: A_NR_Pos",
		Block:     "PosExtinct",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   8,
		Permute:   true,
	},
	"PosExtinct_AB": {
		Name:      "PosExtinct_AB",
		Desc:      "Pavlovian extinction: A_NR_Pos, B_NR_Pos",
		Block:     "PosExtinct_AB",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   8,
		Permute:   true,
	},
	"PosCondInhib": {
		Name:      "PosCondInhib",
		Desc:      "conditioned inhibition training: AX_NR_Pos, A_R_Pos interleaved",
		Block:     "PosCondInhib",
		FixedProb: false,
		NBlocks:   10,
		NTrials:   8,
		Permute:   true,
	},
	"PosSecondOrderCond": {
		Name:      "PosSecondOrderCond",
		Desc:      "second order conditioning training: AB_NR_Pos, A_R_Pos interleaved; A = 1st order, F = 2nd order CS",
		Block:     "PosSecondOrderCond",
		FixedProb: false,
		NBlocks:   10,
		NTrials:   50,
		Permute:   true,
	},
	"PosCondInhib_test": {
		Name:      "PosCondInhib_test",
		Desc:      "Testing session: A_NR_Pos, AX_NR_Pos, and X_NR_Pos cases",
		Block:     "PosCondInhib_test",
		FixedProb: false,
		NBlocks:   5,
		NTrials:   6,
		Permute:   false,
	},
	"NegAcq": {
		Name:      "NegAcq",
		Desc:      "Pavlovian conditioning w/ negatively-valenced US: D_R_NEG",
		Block:     "NegAcq",
		FixedProb: false,
		NBlocks:   76,
		NTrials:   10,
		Permute:   true,
	},
	"NegAcqFixedProb": {
		Name:      "NegAcqFixedProb",
		Desc:      "Pavlovian conditioning w/ negatively-valenced US: A_R_NEG",
		Block:     "NegAcq",
		FixedProb: true,
		NBlocks:   150,
		NTrials:   8,
		Permute:   false,
	},
	"PosAcqOmit": {
		Name:      "PosAcqOmit",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos, A_NR_Pos trials, interleaved",
		Block:     "PosAcqOmit",
		FixedProb: false,
		NBlocks:   10,
		NTrials:   8,
		Permute:   true,
	},
	"NegCondInh": {
		Name:      "NegCondInh",
		Desc:      "condition inhibition w/ negatively-valenced US: CZ_NR_NEG, C_R_NEG interleaved; i.e.,  Z = security signal",
		Block:     "NegCondInhib",
		FixedProb: false,
		NBlocks:   75,
		NTrials:   10,
		Permute:   true,
	},
	"NegCondInh_test": {
		Name:      "NegCondInh_test",
		Desc:      "condition inhibition w/ negatively-valenced US: CZ_NR_NEG, C_R_NEG interleaved; i.e.,  Z = security signal",
		Block:     "NegCondInhib_test",
		FixedProb: false,
		NBlocks:   5,
		NTrials:   6,
		Permute:   false,
	},
	"NegExtinct": {
		Name:      "NegExtinct",
		Desc:      "Pavlovian conditioning w/ negatively-valenced US: A_R_NEG",
		Block:     "NegExtinct",
		FixedProb: false,
		NBlocks:   75,
		NTrials:   8,
		Permute:   true,
	},
	"PosAcq_cxA": {
		Name:      "PosAcq_cxA",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos, A_R_Pos_omit trials, interleaved",
		Block:     "PosAcq_cxA",
		FixedProb: false,
		NBlocks:   10,
		NTrials:   10,
		Permute:   false,
	},
	"PosExtinct_cxB": {
		Name:      "PosExtinct_cxB",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos, A_R_Pos_omit trials, interleaved",
		Block:     "PosExtinct_cxB",
		FixedProb: false,
		NBlocks:   25,
		NTrials:   10,
		Permute:   false,
	},
	"PosRenewal_cxA": {
		Name:      "PosRenewal_cxA",
		Desc:      "Pavlovian conditioning w/ positively-valenced US: A_R_Pos, A_R_Pos_omit trials, interleaved",
		Block:     "PosRenewal_cxA",
		FixedProb: false,
		NBlocks:   1,
		NTrials:   2,
		Permute:   false,
	},
	"PosBlocking_A_train": {
		Name:      "PosBlocking_A_train",
		Desc:      "Blocking experiment",
		Block:     "PosBlocking_A_train",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   1,
		Permute:   false,
	},
	"PosBlocking": {
		Name:      "PosBlocking",
		Desc:      "Blocking experiment",
		Block:     "PosBlocking",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   2,
		Permute:   false,
	},
	"PosBlocking_test": {
		Name:      "PosBlocking_test",
		Desc:      "Blocking experiment",
		Block:     "PosBlocking_test",
		FixedProb: false,
		NBlocks:   25,
		NTrials:   1,
		Permute:   false,
	},
	"PosBlocking2_test": {
		Name:      "PosBlocking2_test",
		Desc:      "Blocking experiment",
		Block:     "PosBlocking2_test",
		FixedProb: false,
		NBlocks:   25,
		NTrials:   2,
		Permute:   false,
	},
	"NegBlocking_E_train": {
		Name:      "NegBlocking_E_train",
		Desc:      "Blocking experiment",
		Block:     "NegBlocking_E_train",
		FixedProb: false,
		NBlocks:   300,
		NTrials:   1,
		Permute:   false,
	},
	"NegBlocking": {
		Name:      "NegBlocking",
		Desc:      "Blocking experiment",
		Block:     "NegBlocking",
		FixedProb: false,
		NBlocks:   200,
		NTrials:   2,
		Permute:   false,
	},
	"NegBlocking_test": {
		Name:      "NegBlocking_test",
		Desc:      "Blocking experiment",
		Block:     "NegBlocking_test",
		FixedProb: false,
		NBlocks:   25,
		NTrials:   1,
		Permute:   false,
	},
	"PosAcqMag": {
		Name:      "PosAcqMag",
		Desc:      "Magnitude experiment",
		Block:     "PosAcqMagnitude",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   8,
		Permute:   false,
	},
	"PosSumAcq": {
		Name:      "PosSumAcq",
		Desc:      "Conditioned Inhibition - A+, C+",
		Block:     "PosSumAcq",
		FixedProb: false,
		NBlocks:   450,
		NTrials:   3,
		Permute:   false,
	},
	"PosSumCondInhib": {
		Name:      "PosSumCondInhib",
		Desc:      "Conditioned Inhibition - AX-, A+",
		Block:     "PosCondInhib_BY",
		FixedProb: false,
		NBlocks:   300,
		NTrials:   3,
		Permute:   false,
	},
	"PosSum_test": {
		Name:      "PosSum_test",
		Desc:      "Conditioned Inhibition Summation Test",
		Block:     "PosSumCondInhib_test",
		FixedProb: false,
		NBlocks:   5,
		NTrials:   6,
		Permute:   false,
	},
	"NegSumAcq": {
		Name:      "NegSumAcq",
		Desc:      "Conditioned Inhibition - D-, E-",
		Block:     "NegSumAcq",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   3,
		Permute:   false,
	},
	"NegSumCondInhib": {
		Name:      "NegSumCondInhib",
		Desc:      "Conditioned Inhibition - DU, D-",
		Block:     "NegCondInhib_FV",
		FixedProb: false,
		NBlocks:   100,
		NTrials:   3,
		Permute:   false,
	},
	"NegSum_test": {
		Name:      "NegSum_test",
		Desc:      "Conditioned Inhibition Summation Test",
		Block:     "NegSumCondInhib_test",
		FixedProb: false,
		NBlocks:   5,
		NTrials:   6,
		Permute:   false,
	},
	"Unblocking_train": {
		Name:      "Unblocking_train",
		Desc:      "A+++,B+++,C+",
		Block:     "Unblocking_train",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   2,
		Permute:   false,
	},
	"UnblockingValue": {
		Name:      "UnblockingValue",
		Desc:      "AX+++,CZ+++",
		Block:     "UnblockingValue",
		FixedProb: false,
		NBlocks:   25,
		NTrials:   1,
		Permute:   false,
	},
	"UnblockingValue_test": {
		Name:      "UnblockingValue_test",
		Desc:      "A,X,C,Z",
		Block:     "UnblockingValue_test",
		FixedProb: false,
		NBlocks:   5,
		NTrials:   1,
		Permute:   false,
	},
	"Unblocking_trainUS": {
		Name:      "Unblocking_trainUS",
		Desc:      "A+++ (water) ,B+++ (food)",
		Block:     "Unblocking_trainUS",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   15,
		Permute:   false,
	},
	"UnblockingIdentity": {
		Name:      "UnblockingIdentity",
		Desc:      "AX+++(water),BY+++(water)",
		Block:     "UnblockingIdentity",
		FixedProb: false,
		NBlocks:   25,
		NTrials:   20,
		Permute:   false,
	},
	"UnblockingIdentity_test": {
		Name:      "UnblockingIdentity_test",
		Desc:      "A,X,B,Y",
		Block:     "UnblockingIdentity_test",
		FixedProb: false,
		NBlocks:   5,
		NTrials:   4,
		Permute:   false,
	},
	"PosAcqMagChange": {
		Name:      "PosAcqMagChange",
		Desc:      "Magnitude experiment",
		Block:     "PosAcqMagnitudeChange",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   4,
		Permute:   false,
	},
	"NegAcqMag": {
		Name:      "NegAcqMag",
		Desc:      "Magnitude experiment",
		Block:     "NegAcqMagnitude",
		FixedProb: false,
		NBlocks:   51,
		NTrials:   8,
		Permute:   false,
	},
	"NegAcqMagChange": {
		Name:      "NegAcqMagChange",
		Desc:      "Magnitude experiment",
		Block:     "NegAcqMagnitudeChange",
		FixedProb: false,
		NBlocks:   50,
		NTrials:   4,
		Permute:   false,
	},
	"Overexpect_train": {
		Name:      "Overexpect_train",
		Desc:      "Overexpectation training (A+, B+, C+, X+, Y-)",
		Block:     "Overexpectation_train",
		FixedProb: false,
		NBlocks:   150,
		NTrials:   5,
		Permute:   false,
	},
	"OverexpectCompound": {
		Name:      "OverexpectCompound",
		Desc:      "Overexpectation compound training (AX+, BY-, CX+, X+, Y-)",
		Block:     "OverexpectationCompound",
		FixedProb: false,
		NBlocks:   150,
		NTrials:   5,
		Permute:   false,
	},
	"Overexpect_test": {
		Name:      "Overexpect_test",
		Desc:      "Overexpectation test ( A-, B-, C-, X-)",
		Block:     "Overexpectation_test",
		FixedProb: false,
		NBlocks:   5,
		NTrials:   5,
		Permute:   false,
	},
	"PosNeg": {
		Name:      "PosNeg",
		Desc:      "Positive negative test - W equally reinforced with reward + punishment",
		Block:     "PosNeg",
		FixedProb: false,
		NBlocks:   150,
		NTrials:   6,
		Permute:   false,
	},
	"PosOrNegAcq": {
		Name:      "PosOrNegAcq",
		Desc:      "Positive negative acquisition - with reward or punishment on interleaved trials according to user-set probabilities",
		Block:     "PosOrNegAcq",
		FixedProb: false,
		NBlocks:   150,
		NTrials:   6,
		Permute:   true,
	},
	"USDebug": {
		Name:      "USDebug",
		Desc:      "For debugging, 100% reward, CS A",
		Block:     "USDebug",
		FixedProb: true,
		NBlocks:   51,
		NTrials:   8,
		Permute:   true,
	},
}
View Source 
var AllRuns = map[string]*Run{
	"PosAcq": {
		Name:  "PosAcq",
		Desc:  "Standard positive valence acquisition: A = 100%",
		Cond1: "PosAcq",
	},
	"PosExtinct": {
		Name:  "PosExtinct",
		Desc:  "extinguish positive valence: A_NR_Pos -- typically use after some amount of PosAcq",
		Cond1: "PosExtinct",
	},
	"PosAcq_ExtinctWts": {
		Name:    "PosExtinct_Wts",
		Desc:    "Load weights of acquisition, go directly to extinguish -- must save weights from PosAcq first as wts/PosAcq.wts.gz",
		Weights: "PosAcq",
		Cond1:   "PosExtinct",
	},
	"PosAcq_Ext": {
		Name:  "PosAcq",
		Desc:  "Standard positive valence acquisition: A = 100%",
		Cond1: "PosAcq",
		Cond2: "PosExtinct",
	},
	"PosAcq_B50": {
		Name:  "PosAcq_B50",
		Desc:  "Standard positive valence acquisition: A = 100%, B = 50%",
		Cond1: "PosAcq_B50",
	},
	"PosExtinct_AB": {
		Name:  "PosExtinct_AB",
		Desc:  "extinguish positive valence: A_NR_Pos, B_NR_Pos",
		Cond1: "PosExtinct_AB",
	},
	"PosAcq_A50": {
		Name:  "PosAcq_A50",
		Desc:  "A = 50%, B = 50%",
		Cond1: "PosAcq_A50",
	},
	"PosAcq_B50Ext": {
		Name:  "PosAcq_B50Ext",
		Desc:  "Acquire, extinguish",
		Cond1: "PosAcq_B50",
		Cond2: "PosExtinct",
	},
	"PosAcq_B50ExtAcq": {
		Name:  "PosAcq_B50ExtAcq",
		Desc:  "Full cycle: acq, ext, acq",
		Cond1: "PosAcq_B50",
		Cond2: "PosExtinct",
		Cond3: "PosAcq_B50Cont",
	},
	"PosAcq_B100Ext": {
		Name:  "PosAcq_B100Ext",
		Desc:  "",
		Cond1: "PosAcq_B100",
		Cond2: "PosExtinct",
	},
	"PosAcq_B25": {
		Name:  "PosAcq_B25",
		Desc:  "",
		Cond1: "PosAcq_B25",
	},
	"NegAcq": {
		Name:  "NegAcq",
		Desc:  "",
		Cond1: "NegAcq",
	},
	"NegAcqMag": {
		Name:  "NegAcqMag",
		Desc:  "",
		Cond1: "NegAcqMag",
	},
	"PosAcqMag": {
		Name:  "PosAcqMag",
		Desc:  "",
		Cond1: "PosAcqMag",
	},
	"NegAcqExt": {
		Name:  "NegAcqExt",
		Desc:  "",
		Cond1: "NegAcq",
		Cond2: "NegExtinct",
	},
	"PosCondInhib": {
		Name:  "PosCondInhib",
		Desc:  "",
		Cond1: "PosAcq_cxA",
		Cond2: "PosCondInhib",
		Cond3: "PosCondInhib_test",
	},
	"PosSecondOrderCond": {
		Name:  "PosSecondOrderCond",
		Desc:  "",
		Cond1: "PosAcqPreSecondOrder",
		Cond2: "PosSecondOrderCond",
	},
	"PosBlocking": {
		Name:  "PosBlocking",
		Desc:  "",
		Cond1: "PosBlocking_A_train",
		Cond2: "PosBlocking",
		Cond3: "PosBlocking_test",
	},
	"PosBlocking2": {
		Name:  "PosBlocking2",
		Desc:  "",
		Cond1: "PosBlocking_A_train",
		Cond2: "PosBlocking",
		Cond3: "PosBlocking2_test",
	},
	"NegCondInhib": {
		Name:  "NegCondInhib",
		Desc:  "",
		Cond1: "NegAcq",
		Cond2: "NegCondInh",
		Cond3: "NegCondInh_test",
	},
	"AbaRenewal": {
		Name:  "AbaRenewal",
		Desc:  "",
		Cond1: "PosAcq_cxA",
		Cond2: "PosExtinct_cxB",
		Cond3: "PosRenewal_cxA",
	},
	"NegBlocking": {
		Name:  "NegBlocking",
		Desc:  "",
		Cond1: "NegBlocking_E_train",
		Cond2: "NegBlocking",
		Cond3: "NegBlocking_test",
	},
	"PosSum_test": {
		Name:  "PosSum_test",
		Desc:  "",
		Cond1: "PosSumAcq",
		Cond2: "PosSumCondInhib",
		Cond3: "PosSum_test",
	},
	"NegSum_test": {
		Name:  "NegSum_test",
		Desc:  "",
		Cond1: "NegSumAcq",
		Cond2: "NegSumCondInhib",
		Cond3: "NegSum_test",
	},
	"UnblockingValue": {
		Name:  "UnblockingValue",
		Desc:  "",
		Cond1: "Unblocking_train",
		Cond2: "UnblockingValue",
		Cond3: "UnblockingValue_test",
	},
	"UnblockingIdentity": {
		Name:  "UnblockingIdentity",
		Desc:  "",
		Cond1: "Unblocking_trainUS",
		Cond2: "UnblockingIdentity",
		Cond3: "UnblockingIdentity_test",
	},
	"Overexpect": {
		Name:  "Overexpect",
		Desc:  "",
		Cond1: "Overexpect_train",
		Cond2: "OverexpectCompound",
		Cond3: "Overexpect_test",
	},
	"PosMagChange": {
		Name:  "PosMagChange",
		Desc:  "",
		Cond1: "PosAcqMag",
		Cond2: "PosAcqMagChange",
		Cond3: "Overexpect_test",
	},
	"NegMagChange": {
		Name:  "NegMagChange",
		Desc:  "",
		Cond1: "NegAcqMag",
		Cond2: "NegAcqMagChange",
	},
	"PosNeg": {
		Name:  "PosNeg",
		Desc:  "",
		Cond1: "PosOrNegAcq",
	},
	"PosAcqEarlyUSTest": {
		Name:  "PosAcqEarlyUSTest",
		Desc:  "",
		Cond1: "PosAcq_B50",
		Cond2: "PosAcqEarlyUS_test",
	},
	"PosOrNegAcq": {
		Name:  "PosOrNegAcq",
		Desc:  "",
		Cond1: "PosOrNegAcq",
	},
	"PosCondInhib_test": {
		Name:  "PosCondInhib_test",
		Desc:  "For debugging",
		Cond1: "PosCondInhib_test",
	},
	"USDebug": {
		Name:  "USDebug",
		Desc:  "",
		Cond1: "USDebug",
	},
	"US0": {
		Name:  "US0",
		Desc:  "",
		Cond1: "US0",
	},
}
View Source 
var KiT_Valence = kit.Enums.AddEnum(ValenceN, kit.NotBitFlag, nil)
View Source 
var RunNames []string

Functions

func ContextIdx 

func ContextIdx(ctx string) int

ContextIdx returns index for given context

func ContextYX 

func ContextYX(ctidx int) []int

ContextYX returns context YX indexes for context number

func SetContext 

func SetContext(tsr *etensor.Float32, nyrep int, ctx string) int

SetContext sets context for given input

func SetStim 

func SetStim(tsr *etensor.Float32, nyrep int, stm string) int

SetStim sets stimulus for given input, returns index

func SetTime 

func SetTime(tsr *etensor.Float32, nyrep int, tick int)

SetTime sets Time input

func SetUS 

func SetUS(tsr *etensor.Float32, nyrep int, pv int, mag float32)

SetUS sets US input

func SetUSTime 

func SetUSTime(tsr *etensor.Float32, nyrep, stidx, tick, start, end int) bool

SetUSTime sets USTime based on given values. returns false if not set.

func StimIdx 

func StimIdx(stm string) int

StimIdx returns index for given stimulus

func StimYX 

func StimYX(stidx int) []int

StimYX returns stimulus YX indexes for stimulus number

func USTimeIdx 

func USTimeIdx(stidx, tick, start, end int) []int

USTimeIdx returns index for US time based on stimulus, tick, start and end returns nil if not active.

Types

type Block 

type Block []*Trial

Block represents a set of trial types

func (*Block) Append 

func (cd *Block) Append(trl *Trial)

func (*Block) Length 

func (cd *Block) Length() int

type CondEnv 

type CondEnv struct {
	Nm          string  `desc:"name of this environment"`
	Dsc         string  `desc:"description of this environment"`
	NYReps      int     `desc:"number of Y repetitions for localist reps"`
	RunName     string  `desc:"current run name"`
	Run         env.Ctr `inactive:"+" view:"inline" desc:"counter over runs"`
	Condition   env.Ctr `` /* 131-byte string literal not displayed */
	Block       env.Ctr `inactive:"+" view:"inline" desc:"counter over full blocks of all trial types within a Condition -- like an Epoch"`
	Trial       env.Ctr `inactive:"+" view:"inline" desc:"counter of behavioral trials within a Block"`
	Tick        env.Ctr `` /* 139-byte string literal not displayed */
	TrialName   string  `inactive:"+" desc:"name of current trial step"`
	TrialType   string  `inactive:"+" desc:"type of current trial step"`
	USTimeInStr string  `inactive:"+" desc:"decoded value of USTimeIn"`

	Trials    []*Trial                    `desc:"current generated set of trials per Block"`
	CurRun    Run                         `desc:"copy of current run parameters"`
	CurTrial  Trial                       `desc:"copy of info for current trial"`
	CurStates map[string]*etensor.Float32 `desc:"current rendered state tensors -- extensible map"`
}

CondEnv provides a flexible implementation of standard Pavlovian conditioning experiments involving CS -> US sequences (trials). Has a large database of standard conditioning paradigms parameterized in a controlled manner.

Time hierarchy: * Run = sequence of 1 or more Conditions * Condition = specific mix of trial types, generated at start of Condition * Block = one full pass through all trial types generated for condition (like Epoch) * Trial = one behavioral trial consisting of CS -> US presentation over time steps (Ticks) * Tick = discrete time steps within behavioral Trial, typically one Network update (Alpha / Theta cycle)

func (*CondEnv) Action 

func (ev *CondEnv) Action(_ string, _ etensor.Tensor)

func (*CondEnv) Config 

func (ev *CondEnv) Config(rmax int, rnm string)

func (*CondEnv) Counter 

func (ev *CondEnv) Counter(scale env.TimeScales) (cur, prv int, chg bool)

func (*CondEnv) Desc 

func (ev *CondEnv) Desc() string

func (*CondEnv) Init 

func (ev *CondEnv) Init(ridx int)

Init sets current run index and max

func (*CondEnv) InitCond 

func (ev *CondEnv) InitCond()

InitCond initializes for current condition index

func (*CondEnv) Name 

func (ev *CondEnv) Name() string

func (*CondEnv) RenderTrial 

func (ev *CondEnv) RenderTrial(trli, tick int)

func (*CondEnv) State 

func (ev *CondEnv) State(element string) etensor.Tensor

func (*CondEnv) Step 

func (ev *CondEnv) Step() bool

func (*CondEnv) Validate 

func (ev *CondEnv) Validate() error

type Condition 

type Condition struct {
	Name      string `desc:"identifier for this type of configuration"`
	Desc      string `desc:"description of this configuration"`
	Block     string `desc:"mix of trial types per block to run -- must be listed in AllBlocks"`
	FixedProb bool   `desc:"use a permuted list to ensure an exact number of trials have US -- else random draw each time"`
	NBlocks   int    `desc:"number of full blocks of different trial types to run (like Epochs)"`
	NTrials   int    `` /* 255-byte string literal not displayed */
	Permute   bool   `` /* 132-byte string literal not displayed */
}

Condition defines parameters for running a specific type of conditioning expt

type Run 

type Run struct {
	Name    string `desc:"Name of the run"`
	Desc    string `desc:"Description"`
	Weights string `desc:"name of condition for weights file to load prior to starting -- allows faster testing but weights may be out of date"`
	Cond1   string `desc:"name of condition 1"`
	Cond2   string `desc:"name of condition 2"`
	Cond3   string `desc:"name of condition 3"`
	Cond4   string `desc:"name of condition 4"`
	Cond5   string `desc:"name of condition 5"`
}

Run is a sequence of Conditions to run in order

func (*Run) Cond 

func (rn *Run) Cond(cidx int) (string, *Condition)

Cond returns the condition name and Condition at the given index

func (*Run) NConds 

func (rn *Run) NConds() int

NConds returns the number of conditions in this Run

type Trial 

type Trial struct {
	Name     string  `desc:"conventional suffixes: _R = reward, _NR = non-reward; _test = test trial (no learning)"`
	Test     bool    `desc:"true if testing only -- no learning"`
	Pct      float32 `desc:"Percent of all trials for this type"`
	Valence  Valence `desc:"Positive or negative reward valence"`
	USProb   float32 `desc:"Probability of US"`
	MixedUS  bool    `desc:"Mixed US set?"`
	USMag    float32 `desc:"US magnitude"`
	NTicks   int     `desc:"Number of ticks for a trial"`
	CS       string  `desc:"Conditioned stimulus"`
	CSStart  int     `desc:"Tick of CS start"`
	CSEnd    int     `desc:"Tick of CS end"`
	CS2Start int     `desc:"Tick of CS2 start: -1 for none"`
	CS2End   int     `desc:"Tick of CS2 end: -1 for none"`
	US       int     `desc:"Unconditioned stimulus"`
	USStart  int     `desc:"Tick for start of US presentation"`
	USEnd    int     `desc:"Tick for end of US presentation"`
	Context  string  `desc:"Context -- typically same as CS -- if blank CS will be copied -- different in certain extinguishing contexts"`

	// The following are set for generated trials:
	USOn bool `desc:"for rendered trials, true if US active"`
	CSOn bool `desc:"for rendered trials, true if CS active"`
}

Trial represents one behavioral trial, unfolding over NTicks individual time steps, with one or more CS's (conditioned stimuli) and a US (unconditioned stimulus -- outcome).

func GenerateTrials 

func GenerateTrials(condNm string) []*Trial

GenerateTrials generates repetitions of specific trial types for given condition name, based on Pct of total blocks, and sets the USOn flag for proportion of trials based on USProb probability. If Condition.Permute is true, order of all trials is permuted. Gets the block name from the condition name.

type Valence 

type Valence int32

Valence 

const (
	Pos Valence = iota
	Neg
	ValenceN
)

func (*Valence) FromString 

func (i *Valence) FromString(s string) error

func (Valence) MarshalJSON 

func (ev Valence) MarshalJSON() ([]byte, error)

func (Valence) String 

func (i Valence) String() string

func (*Valence) UnmarshalJSON 

func (ev *Valence) UnmarshalJSON(b []byte) error

Source Files

View all Source files

Directories

Path Synopsis
main for GUI interaction with Env for testing
 main for GUI interaction with Env for testing

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