comparing stats on grid cells

actions/comparisons-gridcells/attributes.yaml

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+registered: '2019-10-10T11:59:47'
+data:
+  notebook: 20_comparisons_gridcells.ipynb
+  html: 20_comparisons_gridcells.html

actions/comparisons-gridcells/data/statistics/statistics.csv

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+\begin{tabular}{lllll}
+\toprule
+{} &         Stimulated &            Baseline &             MWU &          PRS \\
+\midrule
+Average rate            &   9.55 ± 0.86 (73) &   9.93 ± 0.64 (144) &  5120.00, 0.757 &  0.14, 0.868 \\
+Gridness                &   0.37 ± 0.05 (73) &   0.56 ± 0.03 (144) &  3718.00, 0.000 &  0.30, 0.000 \\
+Sparsity                &   0.67 ± 0.02 (73) &   0.66 ± 0.02 (144) &  5515.00, 0.554 &  0.03, 0.413 \\
+Selectivity             &   6.23 ± 0.67 (73) &   5.32 ± 0.24 (144) &  5482.00, 0.606 &  0.21, 0.718 \\
+Information specificity &   0.19 ± 0.02 (73) &   0.20 ± 0.01 (144) &  5094.00, 0.712 &  0.03, 0.501 \\
+Max rate                &  39.86 ± 2.97 (73) &  37.44 ± 1.38 (144) &  5256.00, 0.999 &  0.97, 0.592 \\
+Information rate        &   1.06 ± 0.06 (73) &   1.18 ± 0.05 (144) &  4681.00, 0.189 &  0.07, 0.426 \\
+Interspike interval cv  &   2.33 ± 0.09 (73) &   2.35 ± 0.06 (144) &  5197.00, 0.894 &  0.04, 0.715 \\
+In-field mean rate      &  14.58 ± 1.00 (73) &  15.71 ± 0.82 (144) &  5000.00, 0.559 &  0.55, 0.751 \\
+Out-field mean rate     &   7.12 ± 0.76 (73) &   7.32 ± 0.56 (144) &  5166.00, 0.838 &  0.10, 0.934 \\
+Burst event ratio       &   0.21 ± 0.01 (73) &   0.22 ± 0.01 (144) &  4677.00, 0.186 &  0.01, 0.212 \\
+Specificity             &   0.45 ± 0.03 (73) &   0.44 ± 0.02 (144) &  5076.00, 0.681 &  0.02, 0.547 \\
+Speed score             &   0.10 ± 0.01 (73) &   0.14 ± 0.01 (144) &  3978.00, 0.003 &  0.04, 0.008 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics.tex

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+\begin{tabular}{lllll}
+\toprule
+{} &         Stimulated &            Baseline &             MWU &          PRS \\
+\midrule
+Average rate            &   9.55 ± 0.86 (73) &   9.93 ± 0.64 (144) &  5120.00, 0.757 &  0.14, 0.868 \\
+Gridness                &   0.37 ± 0.05 (73) &   0.56 ± 0.03 (144) &  3718.00, 0.000 &  0.30, 0.000 \\
+Sparsity                &   0.67 ± 0.02 (73) &   0.66 ± 0.02 (144) &  5515.00, 0.554 &  0.03, 0.413 \\
+Selectivity             &   6.23 ± 0.67 (73) &   5.32 ± 0.24 (144) &  5482.00, 0.606 &  0.21, 0.718 \\
+Information specificity &   0.19 ± 0.02 (73) &   0.20 ± 0.01 (144) &  5094.00, 0.712 &  0.03, 0.501 \\
+Max rate                &  39.86 ± 2.97 (73) &  37.44 ± 1.38 (144) &  5256.00, 0.999 &  0.97, 0.592 \\
+Information rate        &   1.06 ± 0.06 (73) &   1.18 ± 0.05 (144) &  4681.00, 0.189 &  0.07, 0.426 \\
+Interspike interval cv  &   2.33 ± 0.09 (73) &   2.35 ± 0.06 (144) &  5197.00, 0.894 &  0.04, 0.715 \\
+In-field mean rate      &  14.58 ± 1.00 (73) &  15.71 ± 0.82 (144) &  5000.00, 0.559 &  0.55, 0.751 \\
+Out-field mean rate     &   7.12 ± 0.76 (73) &   7.32 ± 0.56 (144) &  5166.00, 0.838 &  0.10, 0.934 \\
+Burst event ratio       &   0.21 ± 0.01 (73) &   0.22 ± 0.01 (144) &  4677.00, 0.186 &  0.01, 0.212 \\
+Specificity             &   0.45 ± 0.03 (73) &   0.44 ± 0.02 (144) &  5076.00, 0.681 &  0.02, 0.547 \\
+Speed score             &   0.10 ± 0.01 (73) &   0.14 ± 0.01 (144) &  3978.00, 0.003 &  0.04, 0.008 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_11.csv

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+\begin{tabular}{lllll}
+\toprule
+{} &         Stimulated &           Baseline &             MWU &          PRS \\
+\midrule
+Average rate            &   9.06 ± 1.21 (32) &   9.65 ± 0.90 (68) &  1044.00, 0.748 &  0.02, 0.997 \\
+Gridness                &   0.34 ± 0.06 (32) &   0.58 ± 0.04 (68) &   676.00, 0.002 &  0.27, 0.003 \\
+Sparsity                &   0.67 ± 0.03 (32) &   0.65 ± 0.02 (68) &  1154.00, 0.628 &  0.06, 0.319 \\
+Selectivity             &   5.43 ± 0.47 (32) &   5.22 ± 0.35 (68) &  1140.00, 0.704 &  0.29, 0.705 \\
+Information specificity &   0.19 ± 0.03 (32) &   0.21 ± 0.02 (68) &  1005.00, 0.542 &  0.05, 0.095 \\
+Max rate                &  35.53 ± 2.50 (32) &  36.19 ± 1.79 (68) &  1063.00, 0.856 &  0.04, 0.972 \\
+Information rate        &   1.04 ± 0.10 (32) &   1.21 ± 0.06 (68) &   867.00, 0.103 &  0.12, 0.225 \\
+Interspike interval cv  &   2.29 ± 0.12 (32) &   2.38 ± 0.10 (68) &  1053.00, 0.799 &  0.04, 0.891 \\
+In-field mean rate      &  13.87 ± 1.42 (32) &  15.27 ± 1.12 (68) &  1024.00, 0.639 &  0.10, 0.948 \\
+Out-field mean rate     &   6.52 ± 1.04 (32) &   6.98 ± 0.76 (68) &  1037.00, 0.709 &  0.35, 0.905 \\
+Burst event ratio       &   0.23 ± 0.01 (32) &   0.23 ± 0.01 (68) &  1158.00, 0.608 &  0.01, 0.478 \\
+Specificity             &   0.45 ± 0.04 (32) &   0.45 ± 0.02 (68) &  1060.00, 0.839 &  0.01, 0.852 \\
+Speed score             &   0.09 ± 0.01 (32) &   0.14 ± 0.01 (68) &   736.00, 0.009 &  0.05, 0.011 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_11.tex

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+\begin{tabular}{lllll}
+\toprule
+{} &         Stimulated &           Baseline &             MWU &          PRS \\
+\midrule
+Average rate            &   9.06 ± 1.21 (32) &   9.65 ± 0.90 (68) &  1044.00, 0.748 &  0.02, 0.997 \\
+Gridness                &   0.34 ± 0.06 (32) &   0.58 ± 0.04 (68) &   676.00, 0.002 &  0.27, 0.003 \\
+Sparsity                &   0.67 ± 0.03 (32) &   0.65 ± 0.02 (68) &  1154.00, 0.628 &  0.06, 0.319 \\
+Selectivity             &   5.43 ± 0.47 (32) &   5.22 ± 0.35 (68) &  1140.00, 0.704 &  0.29, 0.705 \\
+Information specificity &   0.19 ± 0.03 (32) &   0.21 ± 0.02 (68) &  1005.00, 0.542 &  0.05, 0.095 \\
+Max rate                &  35.53 ± 2.50 (32) &  36.19 ± 1.79 (68) &  1063.00, 0.856 &  0.04, 0.972 \\
+Information rate        &   1.04 ± 0.10 (32) &   1.21 ± 0.06 (68) &   867.00, 0.103 &  0.12, 0.225 \\
+Interspike interval cv  &   2.29 ± 0.12 (32) &   2.38 ± 0.10 (68) &  1053.00, 0.799 &  0.04, 0.891 \\
+In-field mean rate      &  13.87 ± 1.42 (32) &  15.27 ± 1.12 (68) &  1024.00, 0.639 &  0.10, 0.948 \\
+Out-field mean rate     &   6.52 ± 1.04 (32) &   6.98 ± 0.76 (68) &  1037.00, 0.709 &  0.35, 0.905 \\
+Burst event ratio       &   0.23 ± 0.01 (32) &   0.23 ± 0.01 (68) &  1158.00, 0.608 &  0.01, 0.478 \\
+Specificity             &   0.45 ± 0.04 (32) &   0.45 ± 0.02 (68) &  1060.00, 0.839 &  0.01, 0.852 \\
+Speed score             &   0.09 ± 0.01 (32) &   0.14 ± 0.01 (68) &   736.00, 0.009 &  0.05, 0.011 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_11_vs_30.csv

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+\begin{tabular}{lllll}
+\toprule
+{} &    Stimulated 30Hz &    Stimulated 11Hz &            MWU &          PRS \\
+\midrule
+Average rate            &  10.11 ± 1.51 (28) &   9.06 ± 1.21 (32) &  463.00, 0.830 &  0.12, 0.978 \\
+Gridness                &   0.28 ± 0.08 (28) &   0.34 ± 0.06 (32) &  402.00, 0.500 &  0.15, 0.330 \\
+Sparsity                &   0.68 ± 0.04 (28) &   0.67 ± 0.03 (32) &  479.00, 0.651 &  0.03, 0.493 \\
+Selectivity             &   7.47 ± 1.63 (28) &   5.43 ± 0.47 (32) &  449.00, 0.994 &  0.00, 0.999 \\
+Information specificity &   0.20 ± 0.03 (28) &   0.19 ± 0.03 (32) &  440.00, 0.912 &  0.01, 0.768 \\
+Max rate                &  45.33 ± 6.85 (28) &  35.53 ± 2.50 (32) &  488.00, 0.558 &  1.22, 0.682 \\
+Information rate        &   1.04 ± 0.08 (28) &   1.04 ± 0.10 (32) &  475.00, 0.695 &  0.02, 0.775 \\
+Interspike interval cv  &   2.28 ± 0.16 (28) &   2.29 ± 0.12 (32) &  411.00, 0.589 &  0.14, 0.659 \\
+In-field mean rate      &  14.95 ± 1.71 (28) &  13.87 ± 1.42 (32) &  473.00, 0.717 &  1.02, 0.794 \\
+Out-field mean rate     &   7.80 ± 1.35 (28) &   6.52 ± 1.04 (32) &  489.00, 0.548 &  0.17, 0.940 \\
+Burst event ratio       &   0.18 ± 0.01 (28) &   0.23 ± 0.01 (32) &  273.00, 0.010 &  0.05, 0.028 \\
+Specificity             &   0.43 ± 0.05 (28) &   0.45 ± 0.04 (32) &  400.00, 0.482 &  0.02, 0.570 \\
+Speed score             &   0.10 ± 0.02 (28) &   0.09 ± 0.01 (32) &  446.00, 0.982 &  0.01, 0.480 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_11_vs_30.tex

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+\begin{tabular}{lllll}
+\toprule
+{} &    Stimulated 30Hz &    Stimulated 11Hz &            MWU &          PRS \\
+\midrule
+Average rate            &  10.11 ± 1.51 (28) &   9.06 ± 1.21 (32) &  463.00, 0.830 &  0.12, 0.978 \\
+Gridness                &   0.28 ± 0.08 (28) &   0.34 ± 0.06 (32) &  402.00, 0.500 &  0.15, 0.330 \\
+Sparsity                &   0.68 ± 0.04 (28) &   0.67 ± 0.03 (32) &  479.00, 0.651 &  0.03, 0.493 \\
+Selectivity             &   7.47 ± 1.63 (28) &   5.43 ± 0.47 (32) &  449.00, 0.994 &  0.00, 0.999 \\
+Information specificity &   0.20 ± 0.03 (28) &   0.19 ± 0.03 (32) &  440.00, 0.912 &  0.01, 0.768 \\
+Max rate                &  45.33 ± 6.85 (28) &  35.53 ± 2.50 (32) &  488.00, 0.558 &  1.22, 0.682 \\
+Information rate        &   1.04 ± 0.08 (28) &   1.04 ± 0.10 (32) &  475.00, 0.695 &  0.02, 0.775 \\
+Interspike interval cv  &   2.28 ± 0.16 (28) &   2.29 ± 0.12 (32) &  411.00, 0.589 &  0.14, 0.659 \\
+In-field mean rate      &  14.95 ± 1.71 (28) &  13.87 ± 1.42 (32) &  473.00, 0.717 &  1.02, 0.794 \\
+Out-field mean rate     &   7.80 ± 1.35 (28) &   6.52 ± 1.04 (32) &  489.00, 0.548 &  0.17, 0.940 \\
+Burst event ratio       &   0.18 ± 0.01 (28) &   0.23 ± 0.01 (32) &  273.00, 0.010 &  0.05, 0.028 \\
+Specificity             &   0.43 ± 0.05 (28) &   0.45 ± 0.04 (32) &  400.00, 0.482 &  0.02, 0.570 \\
+Speed score             &   0.10 ± 0.02 (28) &   0.09 ± 0.01 (32) &  446.00, 0.982 &  0.01, 0.480 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_30.csv

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+\begin{tabular}{lllll}
+\toprule
+{} &         Stimulated &           Baseline &            MWU &          PRS \\
+\midrule
+Average rate            &  10.11 ± 1.51 (28) &  10.01 ± 1.06 (58) &  808.00, 0.974 &  0.07, 0.968 \\
+Gridness                &   0.28 ± 0.08 (28) &   0.57 ± 0.05 (58) &  493.00, 0.003 &  0.46, 0.000 \\
+Sparsity                &   0.68 ± 0.04 (28) &   0.66 ± 0.02 (58) &  881.00, 0.528 &  0.04, 0.328 \\
+Selectivity             &   7.47 ± 1.63 (28) &   5.53 ± 0.40 (58) &  809.00, 0.982 &  0.30, 0.638 \\
+Information specificity &   0.20 ± 0.03 (28) &   0.19 ± 0.02 (58) &  812.00, 0.996 &  0.01, 0.588 \\
+Max rate                &  45.33 ± 6.85 (28) &  38.95 ± 2.48 (58) &  797.00, 0.894 &  2.09, 0.451 \\
+Information rate        &   1.04 ± 0.08 (28) &   1.12 ± 0.09 (58) &  799.00, 0.908 &  0.03, 0.858 \\
+Interspike interval cv  &   2.28 ± 0.16 (28) &   2.32 ± 0.09 (58) &  745.00, 0.540 &  0.16, 0.463 \\
+In-field mean rate      &  14.95 ± 1.71 (28) &  15.81 ± 1.38 (58) &  779.00, 0.765 &  0.98, 0.712 \\
+Out-field mean rate     &   7.80 ± 1.35 (28) &   7.58 ± 0.96 (58) &  827.00, 0.894 &  0.10, 0.927 \\
+Burst event ratio       &   0.18 ± 0.01 (28) &   0.21 ± 0.01 (58) &  641.00, 0.116 &  0.03, 0.099 \\
+Specificity             &   0.43 ± 0.05 (28) &   0.43 ± 0.03 (58) &  749.00, 0.565 &  0.02, 0.657 \\
+Speed score             &   0.10 ± 0.02 (28) &   0.12 ± 0.01 (58) &  617.00, 0.073 &  0.02, 0.116 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_30.tex

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+\begin{tabular}{lllll}
+\toprule
+{} &         Stimulated &           Baseline &            MWU &          PRS \\
+\midrule
+Average rate            &  10.11 ± 1.51 (28) &  10.01 ± 1.06 (58) &  808.00, 0.974 &  0.07, 0.968 \\
+Gridness                &   0.28 ± 0.08 (28) &   0.57 ± 0.05 (58) &  493.00, 0.003 &  0.46, 0.000 \\
+Sparsity                &   0.68 ± 0.04 (28) &   0.66 ± 0.02 (58) &  881.00, 0.528 &  0.04, 0.328 \\
+Selectivity             &   7.47 ± 1.63 (28) &   5.53 ± 0.40 (58) &  809.00, 0.982 &  0.30, 0.638 \\
+Information specificity &   0.20 ± 0.03 (28) &   0.19 ± 0.02 (58) &  812.00, 0.996 &  0.01, 0.588 \\
+Max rate                &  45.33 ± 6.85 (28) &  38.95 ± 2.48 (58) &  797.00, 0.894 &  2.09, 0.451 \\
+Information rate        &   1.04 ± 0.08 (28) &   1.12 ± 0.09 (58) &  799.00, 0.908 &  0.03, 0.858 \\
+Interspike interval cv  &   2.28 ± 0.16 (28) &   2.32 ± 0.09 (58) &  745.00, 0.540 &  0.16, 0.463 \\
+In-field mean rate      &  14.95 ± 1.71 (28) &  15.81 ± 1.38 (58) &  779.00, 0.765 &  0.98, 0.712 \\
+Out-field mean rate     &   7.80 ± 1.35 (28) &   7.58 ± 0.96 (58) &  827.00, 0.894 &  0.10, 0.927 \\
+Burst event ratio       &   0.18 ± 0.01 (28) &   0.21 ± 0.01 (58) &  641.00, 0.116 &  0.03, 0.099 \\
+Specificity             &   0.43 ± 0.05 (28) &   0.43 ± 0.03 (58) &  749.00, 0.565 &  0.02, 0.657 \\
+Speed score             &   0.10 ± 0.02 (28) &   0.12 ± 0.01 (58) &  617.00, 0.073 &  0.02, 0.116 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_base_i_vs_base_ii.csv

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+\begin{tabular}{lllll}
+\toprule
+{} &         Baseline i &        Baseline ii &             MWU &          PRS \\
+\midrule
+Average rate            &   9.65 ± 0.90 (68) &  10.01 ± 1.06 (58) &  1979.00, 0.975 &  0.20, 0.935 \\
+Gridness                &   0.58 ± 0.04 (68) &   0.57 ± 0.05 (58) &  1946.00, 0.901 &  0.04, 0.479 \\
+Sparsity                &   0.65 ± 0.02 (68) &   0.66 ± 0.02 (58) &  1870.00, 0.619 &  0.05, 0.253 \\
+Selectivity             &   5.22 ± 0.35 (68) &   5.53 ± 0.40 (58) &  1833.00, 0.498 &  0.01, 0.973 \\
+Information specificity &   0.21 ± 0.02 (68) &   0.19 ± 0.02 (58) &  2135.00, 0.426 &  0.05, 0.136 \\
+Max rate                &  36.19 ± 1.79 (68) &  38.95 ± 2.48 (58) &  1824.00, 0.470 &  0.84, 0.675 \\
+Information rate        &   1.21 ± 0.06 (68) &   1.12 ± 0.09 (58) &  2246.00, 0.181 &  0.13, 0.169 \\
+Interspike interval cv  &   2.38 ± 0.10 (68) &   2.32 ± 0.09 (58) &  2055.00, 0.686 &  0.02, 0.805 \\
+In-field mean rate      &  15.27 ± 1.12 (68) &  15.81 ± 1.38 (58) &  1926.00, 0.824 &  0.15, 0.931 \\
+Out-field mean rate     &   6.98 ± 0.76 (68) &   7.58 ± 0.96 (58) &  1946.00, 0.901 &  0.62, 0.650 \\
+Burst event ratio       &   0.23 ± 0.01 (68) &   0.21 ± 0.01 (58) &  2112.00, 0.495 &  0.00, 0.743 \\
+Specificity             &   0.45 ± 0.02 (68) &   0.43 ± 0.03 (58) &  2035.00, 0.760 &  0.01, 0.834 \\
+Speed score             &   0.14 ± 0.01 (68) &   0.12 ± 0.01 (58) &  2267.00, 0.149 &  0.05, 0.014 \\
+\bottomrule
+\end{tabular}

actions/comparisons-gridcells/data/statistics/statistics_base_i_vs_base_ii.tex

@@ -0,0 +1,19 @@
+\begin{tabular}{lllll}
+\toprule
+{} &         Baseline i &        Baseline ii &             MWU &          PRS \\
+\midrule
+Average rate            &   9.65 ± 0.90 (68) &  10.01 ± 1.06 (58) &  1979.00, 0.975 &  0.20, 0.935 \\
+Gridness                &   0.58 ± 0.04 (68) &   0.57 ± 0.05 (58) &  1946.00, 0.901 &  0.04, 0.479 \\
+Sparsity                &   0.65 ± 0.02 (68) &   0.66 ± 0.02 (58) &  1870.00, 0.619 &  0.05, 0.253 \\
+Selectivity             &   5.22 ± 0.35 (68) &   5.53 ± 0.40 (58) &  1833.00, 0.498 &  0.01, 0.973 \\
+Information specificity &   0.21 ± 0.02 (68) &   0.19 ± 0.02 (58) &  2135.00, 0.426 &  0.05, 0.136 \\
+Max rate                &  36.19 ± 1.79 (68) &  38.95 ± 2.48 (58) &  1824.00, 0.470 &  0.84, 0.675 \\
+Information rate        &   1.21 ± 0.06 (68) &   1.12 ± 0.09 (58) &  2246.00, 0.181 &  0.13, 0.169 \\
+Interspike interval cv  &   2.38 ± 0.10 (68) &   2.32 ± 0.09 (58) &  2055.00, 0.686 &  0.02, 0.805 \\
+In-field mean rate      &  15.27 ± 1.12 (68) &  15.81 ± 1.38 (58) &  1926.00, 0.824 &  0.15, 0.931 \\
+Out-field mean rate     &   6.98 ± 0.76 (68) &   7.58 ± 0.96 (58) &  1946.00, 0.901 &  0.62, 0.650 \\
+Burst event ratio       &   0.23 ± 0.01 (68) &   0.21 ± 0.01 (58) &  2112.00, 0.495 &  0.00, 0.743 \\
+Specificity             &   0.45 ± 0.02 (68) &   0.43 ± 0.03 (58) &  2035.00, 0.760 &  0.01, 0.834 \\
+Speed score             &   0.14 ± 0.01 (68) &   0.12 ± 0.01 (58) &  2267.00, 0.149 &  0.05, 0.014 \\
+\bottomrule
+\end{tabular}