Experimental Results Supplementary

Experiment Results - Supplementary.csv

@@ -0,0 +1,199 @@
+Function,Neuron Count Before Optimization,Neuron Count After Optimization,Dead Neurons,Compression Ratio,Percentage of Compression
+Exponential,2,2,0,0,0
+Exponential,3,2,1,0.333333333,33.33333333
+Exponential,4,2,2,0.5,50
+Exponential,5,2,3,0.6,60
+Exponential,6,1,5,0.833333333,83.33333333
+Exponential,7,2,5,0.714285714,71.42857143
+Exponential,8,2,6,0.75,75
+Exponential,9,2,7,0.777777778,77.77777778
+Exponential,10,3,7,0.7,70
+ExponentiallyScaled,2,1,1,0.5,50
+ExponentiallyScaled,3,2,1,0.333333333,33.33333333
+ExponentiallyScaled,4,1,3,0.75,75
+ExponentiallyScaled,5,1,4,0.8,80
+ExponentiallyScaled,6,2,4,0.666666667,66.66666667
+ExponentiallyScaled,7,2,5,0.714285714,71.42857143
+ExponentiallyScaled,8,2,6,0.75,75
+ExponentiallyScaled,9,3,6,0.666666667,66.66666667
+ExponentiallyScaled,10,2,8,0.8,80
+ExponentiallyScaledTranslated,2,1,1,0.5,50
+ExponentiallyScaledTranslated,3,2,1,0.333333333,33.33333333
+ExponentiallyScaledTranslated,4,1,3,0.75,75
+ExponentiallyScaledTranslated,5,2,3,0.6,60
+ExponentiallyScaledTranslated,6,2,4,0.666666667,66.66666667
+ExponentiallyScaledTranslated,7,2,5,0.714285714,71.42857143
+ExponentiallyScaledTranslated,8,2,6,0.75,75
+ExponentiallyScaledTranslated,9,2,7,0.777777778,77.77777778
+ExponentiallyScaledTranslated,10,2,8,0.8,80
+Quadratic,2,1,1,0.5,50
+Quadratic,3,1,2,0.666666667,66.66666667
+Quadratic,4,1,3,0.75,75
+Quadratic,5,1,4,0.8,80
+Quadratic,6,1,5,0.833333333,83.33333333
+Quadratic,7,1,6,0.857142857,85.71428571
+Quadratic,8,4,4,0.5,50
+Quadratic,9,2,7,0.777777778,77.77777778
+Quadratic,10,4,6,0.6,60
+ScaledExponential,2,1,1,0.5,50
+ScaledExponential,3,2,1,0.333333333,33.33333333
+ScaledExponential,4,1,3,0.75,75
+ScaledExponential,5,2,3,0.6,60
+ScaledExponential,6,2,4,0.666666667,66.66666667
+ScaledExponential,7,2,5,0.714285714,71.42857143
+ScaledExponential,8,3,5,0.625,62.5
+ScaledExponential,9,2,7,0.777777778,77.77777778
+ScaledExponential,10,3,7,0.7,70
+ScaledQuadratic,2,1,1,0.5,50
+ScaledQuadratic,3,2,1,0.333333333,33.33333333
+ScaledQuadratic,4,1,3,0.75,75
+ScaledQuadratic,5,1,4,0.8,80
+ScaledQuadratic,6,2,4,0.666666667,66.66666667
+ScaledQuadratic,7,1,6,0.857142857,85.71428571
+ScaledQuadratic,8,1,7,0.875,87.5
+ScaledQuadratic,9,1,8,0.888888889,88.88888889
+ScaledQuadratic,10,2,8,0.8,80
+ScaledSquareroot,2,1,1,0.5,50
+ScaledSquareroot,3,1,2,0.666666667,66.66666667
+ScaledSquareroot,4,2,2,0.5,50
+ScaledSquareroot,5,1,4,0.8,80
+ScaledSquareroot,6,1,5,0.833333333,83.33333333
+ScaledSquareroot,7,1,6,0.857142857,85.71428571
+ScaledSquareroot,8,2,6,0.75,75
+ScaledSquareroot,9,1,8,0.888888889,88.88888889
+ScaledSquareroot,10,2,8,0.8,80
+ScaledXYTranslatedExponential,2,1,1,0.5,50
+ScaledXYTranslatedExponential,3,2,1,0.333333333,33.33333333
+ScaledXYTranslatedExponential,4,3,1,0.25,25
+ScaledXYTranslatedExponential,5,1,4,0.8,80
+ScaledXYTranslatedExponential,6,2,4,0.666666667,66.66666667
+ScaledXYTranslatedExponential,7,2,5,0.714285714,71.42857143
+ScaledXYTranslatedExponential,8,3,5,0.625,62.5
+ScaledXYTranslatedExponential,9,2,7,0.777777778,77.77777778
+ScaledXYTranslatedExponential,10,3,7,0.7,70
+ScaledXYTranslatedQuadratic,2,1,1,0.5,50
+ScaledXYTranslatedQuadratic,3,1,2,0.666666667,66.66666667
+ScaledXYTranslatedQuadratic,4,1,3,0.75,75
+ScaledXYTranslatedQuadratic,5,1,4,0.8,80
+ScaledXYTranslatedQuadratic,6,1,5,0.833333333,83.33333333
+ScaledXYTranslatedQuadratic,7,2,5,0.714285714,71.42857143
+ScaledXYTranslatedQuadratic,8,1,7,0.875,87.5
+ScaledXYTranslatedQuadratic,9,1,8,0.888888889,88.88888889
+ScaledXYTranslatedQuadratic,10,1,9,0.9,90
+ScaledXYTranslatedSquareroot,2,1,1,0.5,50
+ScaledXYTranslatedSquareroot,3,1,2,0.666666667,66.66666667
+ScaledXYTranslatedSquareroot,4,1,3,0.75,75
+ScaledXYTranslatedSquareroot,5,1,4,0.8,80
+ScaledXYTranslatedSquareroot,6,2,4,0.666666667,66.66666667
+ScaledXYTranslatedSquareroot,7,2,5,0.714285714,71.42857143
+ScaledXYTranslatedSquareroot,8,2,6,0.75,75
+ScaledXYTranslatedSquareroot,9,3,6,0.666666667,66.66666667
+ScaledXYTranslatedSquareroot,10,1,9,0.9,90
+Squareroot,2,2,0,0,0
+Squareroot,3,2,1,0.333333333,33.33333333
+Squareroot,4,1,3,0.75,75
+Squareroot,5,3,2,0.4,40
+Squareroot,6,1,5,0.833333333,83.33333333
+Squareroot,7,3,4,0.571428571,57.14285714
+Squareroot,8,2,6,0.75,75
+Squareroot,9,2,7,0.777777778,77.77777778
+Squareroot,10,2,8,0.8,80
+XTranslatedExponential,2,1,1,0.5,50
+XTranslatedExponential,3,2,1,0.333333333,33.33333333
+XTranslatedExponential,4,2,2,0.5,50
+XTranslatedExponential,5,1,4,0.8,80
+XTranslatedExponential,6,3,3,0.5,50
+XTranslatedExponential,7,2,5,0.714285714,71.42857143
+XTranslatedExponential,8,2,6,0.75,75
+XTranslatedExponential,9,2,7,0.777777778,77.77777778
+XTranslatedExponential,10,3,7,0.7,70
+XTranslatedNegativelySignedAbsoluteProduct,2,1,1,0.5,50
+XTranslatedNegativelySignedAbsoluteProduct,3,2,1,0.333333333,33.33333333
+XTranslatedNegativelySignedAbsoluteProduct,4,2,2,0.5,50
+XTranslatedNegativelySignedAbsoluteProduct,5,3,2,0.4,40
+XTranslatedNegativelySignedAbsoluteProduct,6,2,4,0.666666667,66.66666667
+XTranslatedNegativelySignedAbsoluteProduct,7,2,5,0.714285714,71.42857143
+XTranslatedNegativelySignedAbsoluteProduct,8,2,6,0.75,75
+XTranslatedNegativelySignedAbsoluteProduct,9,3,6,0.666666667,66.66666667
+XTranslatedNegativelySignedAbsoluteProduct,10,2,8,0.8,80
+XTranslatedPosititvelySignedAbsoluteProduct,2,2,0,0,0
+XTranslatedPosititvelySignedAbsoluteProduct,3,2,1,0.333333333,33.33333333
+XTranslatedPosititvelySignedAbsoluteProduct,4,2,2,0.5,50
+XTranslatedPosititvelySignedAbsoluteProduct,5,3,2,0.4,40
+XTranslatedPosititvelySignedAbsoluteProduct,6,3,3,0.5,50
+XTranslatedPosititvelySignedAbsoluteProduct,7,3,4,0.571428571,57.14285714
+XTranslatedPosititvelySignedAbsoluteProduct,8,3,5,0.625,62.5
+XTranslatedPosititvelySignedAbsoluteProduct,9,3,6,0.666666667,66.66666667
+XTranslatedPosititvelySignedAbsoluteProduct,10,5,5,0.5,50
+XTranslatedQuadratic,2,1,1,0.5,50
+XTranslatedQuadratic,3,2,1,0.333333333,33.33333333
+XTranslatedQuadratic,4,2,2,0.5,50
+XTranslatedQuadratic,5,2,3,0.6,60
+XTranslatedQuadratic,6,1,5,0.833333333,83.33333333
+XTranslatedQuadratic,7,3,4,0.571428571,57.14285714
+XTranslatedQuadratic,8,2,6,0.75,75
+XTranslatedQuadratic,9,1,8,0.888888889,88.88888889
+XTranslatedQuadratic,10,1,9,0.9,90
+XTranslatedSquareroot,2,2,0,0,0
+XTranslatedSquareroot,3,1,2,0.666666667,66.66666667
+XTranslatedSquareroot,4,3,1,0.25,25
+XTranslatedSquareroot,5,2,3,0.6,60
+XTranslatedSquareroot,6,1,5,0.833333333,83.33333333
+XTranslatedSquareroot,7,3,4,0.571428571,57.14285714
+XTranslatedSquareroot,8,1,7,0.875,87.5
+XTranslatedSquareroot,9,2,7,0.777777778,77.77777778
+XTranslatedSquareroot,10,1,9,0.9,90
+XYTanslatedQuadratic,2,1,1,0.5,50
+XYTanslatedQuadratic,3,1,2,0.666666667,66.66666667
+XYTanslatedQuadratic,4,1,3,0.75,75
+XYTanslatedQuadratic,5,2,3,0.6,60
+XYTanslatedQuadratic,6,1,5,0.833333333,83.33333333
+XYTanslatedQuadratic,7,2,5,0.714285714,71.42857143
+XYTanslatedQuadratic,8,2,6,0.75,75
+XYTanslatedQuadratic,9,2,7,0.777777778,77.77777778
+XYTanslatedQuadratic,10,1,9,0.9,90
+XYTranslatedExponential,2,1,1,0.5,50
+XYTranslatedExponential,3,2,1,0.333333333,33.33333333
+XYTranslatedExponential,4,2,2,0.5,50
+XYTranslatedExponential,5,2,3,0.6,60
+XYTranslatedExponential,6,2,4,0.666666667,66.66666667
+XYTranslatedExponential,7,2,5,0.714285714,71.42857143
+XYTranslatedExponential,8,2,6,0.75,75
+XYTranslatedExponential,9,2,7,0.777777778,77.77777778
+XYTranslatedExponential,10,2,8,0.8,80
+XYTranslatedSquareroot,2,1,1,0.5,50
+XYTranslatedSquareroot,3,1,2,0.666666667,66.66666667
+XYTranslatedSquareroot,4,1,3,0.75,75
+XYTranslatedSquareroot,5,1,4,0.8,80
+XYTranslatedSquareroot,6,1,5,0.833333333,83.33333333
+XYTranslatedSquareroot,7,1,6,0.857142857,85.71428571
+XYTranslatedSquareroot,8,1,7,0.875,87.5
+XYTranslatedSquareroot,9,3,6,0.666666667,66.66666667
+XYTranslatedSquareroot,10,3,7,0.7,70
+YTranslatedExponential,2,1,1,0.5,50
+YTranslatedExponential,3,2,1,0.333333333,33.33333333
+YTranslatedExponential,4,1,3,0.75,75
+YTranslatedExponential,5,2,3,0.6,60
+YTranslatedExponential,6,2,4,0.666666667,66.66666667
+YTranslatedExponential,7,1,6,0.857142857,85.71428571
+YTranslatedExponential,8,3,5,0.625,62.5
+YTranslatedExponential,9,2,7,0.777777778,77.77777778
+YTranslatedExponential,10,2,8,0.8,80
+YTranslatedQuadratic,2,1,1,0.5,50
+YTranslatedQuadratic,3,1,2,0.666666667,66.66666667
+YTranslatedQuadratic,4,1,3,0.75,75
+YTranslatedQuadratic,5,1,4,0.8,80
+YTranslatedQuadratic,6,1,5,0.833333333,83.33333333
+YTranslatedQuadratic,7,1,6,0.857142857,85.71428571
+YTranslatedQuadratic,8,1,7,0.875,87.5
+YTranslatedQuadratic,9,1,8,0.888888889,88.88888889
+YTranslatedQuadratic,10,1,9,0.9,90
+YTranslatedSquareroot,2,1,1,0.5,50
+YTranslatedSquareroot,3,1,2,0.666666667,66.66666667
+YTranslatedSquareroot,4,3,1,0.25,25
+YTranslatedSquareroot,5,1,4,0.8,80
+YTranslatedSquareroot,6,1,5,0.833333333,83.33333333
+YTranslatedSquareroot,7,1,6,0.857142857,85.71428571
+YTranslatedSquareroot,8,2,6,0.75,75
+YTranslatedSquareroot,9,2,7,0.777777778,77.77777778
+YTranslatedSquareroot,10,3,7,0.7,70