From a2a812acc818886b31eea2690a3210e8fdc1c1ec Mon Sep 17 00:00:00 2001 From: Experiments DB Dev Date: Fri, 24 Jul 2026 01:28:44 -0400 Subject: [PATCH] analysis(matlab): add paper-style learning-curve plot to every variation Add variation_plot.m + make_variation_plot.m, dropping plotcurve.m + learning_curve.png into all 28 variation folders. Each figure plots mean +/- SEM successful reaches per training day for the anodal/treatment group (red) vs control (blue), in the style of the paper ("Lines indicate mean (and SEM) across animals in the anodal (red) and control (blue) groups"). Per-group N is read from the data and shown in the legend; training day is 1-indexed (our day 0 = paper Day 1). Headless via exportgraphics. prev_f_full reproduces the paper's own figure (anodal N=12 vs control N=12). Co-Authored-By: Claude Opus 4.8 --- analysis/matlab/make_variation_plot.m | 28 +++++++++ analysis/matlab/variation_plot.m | 57 ++++++++++++++++++ .../boxa_a2_d0_10/learning_curve.png | Bin 0 -> 41896 bytes .../variations/boxa_a2_d0_10/plotcurve.m | 57 ++++++++++++++++++ .../boxa_a2_d0_5/learning_curve.png | Bin 0 -> 36303 bytes .../variations/boxa_a2_d0_5/plotcurve.m | 57 ++++++++++++++++++ .../boxa_a2_d6_10/learning_curve.png | Bin 0 -> 36226 bytes .../variations/boxa_a2_d6_10/plotcurve.m | 57 ++++++++++++++++++ .../boxa_b2_d0_10/learning_curve.png | Bin 0 -> 42469 bytes .../variations/boxa_b2_d0_10/plotcurve.m | 57 ++++++++++++++++++ .../boxa_b2_d0_5/learning_curve.png | Bin 0 -> 37343 bytes .../variations/boxa_b2_d0_5/plotcurve.m | 57 ++++++++++++++++++ .../boxa_b2_d6_10/learning_curve.png | Bin 0 -> 35871 bytes .../variations/boxa_b2_d6_10/plotcurve.m | 57 ++++++++++++++++++ .../matched_current_d0_3/learning_curve.png | Bin 0 -> 36306 bytes .../matched_current_d0_3/plotcurve.m | 57 ++++++++++++++++++ .../naive_a2_d0_10/learning_curve.png | Bin 0 -> 41673 bytes .../variations/naive_a2_d0_10/plotcurve.m | 57 ++++++++++++++++++ .../naive_a2_d0_13/learning_curve.png | Bin 0 -> 43341 bytes .../variations/naive_a2_d0_13/plotcurve.m | 57 ++++++++++++++++++ .../naive_a2_d0_5/learning_curve.png | Bin 0 -> 36164 bytes .../variations/naive_a2_d0_5/plotcurve.m | 57 ++++++++++++++++++ .../naive_a2_d6_10/learning_curve.png | Bin 0 -> 36347 bytes .../variations/naive_a2_d6_10/plotcurve.m | 57 ++++++++++++++++++ .../naive_a2_d6_13/learning_curve.png | Bin 0 -> 40520 bytes .../variations/naive_a2_d6_13/plotcurve.m | 57 ++++++++++++++++++ .../naive_boxa_d0_10/learning_curve.png | Bin 0 -> 42706 bytes .../variations/naive_boxa_d0_10/plotcurve.m | 57 ++++++++++++++++++ .../naive_boxa_d0_13/learning_curve.png | Bin 0 -> 44117 bytes .../variations/naive_boxa_d0_13/plotcurve.m | 57 ++++++++++++++++++ .../naive_boxa_d0_5/learning_curve.png | Bin 0 -> 37557 bytes .../variations/naive_boxa_d0_5/plotcurve.m | 57 ++++++++++++++++++ .../naive_boxa_d6_10/learning_curve.png | Bin 0 -> 36445 bytes .../variations/naive_boxa_d6_10/plotcurve.m | 57 ++++++++++++++++++ .../naive_boxa_d6_13/learning_curve.png | Bin 0 -> 40740 bytes .../variations/naive_boxa_d6_13/plotcurve.m | 57 ++++++++++++++++++ .../variations/prev_f_full/learning_curve.png | Bin 0 -> 40076 bytes .../matlab/variations/prev_f_full/plotcurve.m | 57 ++++++++++++++++++ .../right_only_d0_10/learning_curve.png | Bin 0 -> 41774 bytes .../variations/right_only_d0_10/plotcurve.m | 57 ++++++++++++++++++ .../right_only_d0_13/learning_curve.png | Bin 0 -> 44369 bytes .../variations/right_only_d0_13/plotcurve.m | 57 ++++++++++++++++++ .../right_only_d0_5/learning_curve.png | Bin 0 -> 36462 bytes .../variations/right_only_d0_5/plotcurve.m | 57 ++++++++++++++++++ .../right_only_d6_10/learning_curve.png | Bin 0 -> 35558 bytes .../variations/right_only_d6_10/plotcurve.m | 57 ++++++++++++++++++ .../right_only_d6_13/learning_curve.png | Bin 0 -> 41265 bytes .../variations/right_only_d6_13/plotcurve.m | 57 ++++++++++++++++++ .../unmerge_d0_10/learning_curve.png | Bin 0 -> 42379 bytes .../variations/unmerge_d0_10/plotcurve.m | 57 ++++++++++++++++++ .../unmerge_d0_13/learning_curve.png | Bin 0 -> 44800 bytes .../variations/unmerge_d0_13/plotcurve.m | 57 ++++++++++++++++++ .../unmerge_d0_5/learning_curve.png | Bin 0 -> 36861 bytes .../variations/unmerge_d0_5/plotcurve.m | 57 ++++++++++++++++++ .../unmerge_d6_10/learning_curve.png | Bin 0 -> 36420 bytes .../variations/unmerge_d6_10/plotcurve.m | 57 ++++++++++++++++++ .../unmerge_d6_13/learning_curve.png | Bin 0 -> 41997 bytes .../variations/unmerge_d6_13/plotcurve.m | 57 ++++++++++++++++++ 58 files changed, 1681 insertions(+) create mode 100644 analysis/matlab/make_variation_plot.m create mode 100644 analysis/matlab/variation_plot.m create mode 100644 analysis/matlab/variations/boxa_a2_d0_10/learning_curve.png create mode 100644 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mode 100644 analysis/matlab/variations/unmerge_d6_10/plotcurve.m create mode 100644 analysis/matlab/variations/unmerge_d6_13/learning_curve.png create mode 100644 analysis/matlab/variations/unmerge_d6_13/plotcurve.m diff --git a/analysis/matlab/make_variation_plot.m b/analysis/matlab/make_variation_plot.m new file mode 100644 index 0000000..068c6c8 --- /dev/null +++ b/analysis/matlab/make_variation_plot.m @@ -0,0 +1,28 @@ +function make_variation_plot() +%MAKE_VARIATION_PLOT Add a paper-style learning-curve figure to each variation. +% MAKE_VARIATION_PLOT() copies variation_plot.m into every variations// +% folder with a data.csv (as plotcurve.m) and runs it, producing +% learning_curve.png (mean +/- SEM successes per training day, anodal red vs +% control blue). Re-runnable; picks up new folders. + +thisDir = fileparts(mfilename('fullpath')); +template = fullfile(thisDir, 'variation_plot.m'); +root = fullfile(thisDir, 'variations'); + +d = dir(root); +n = 0; +for i = 1:numel(d) + if ~d(i).isdir || ismember(d(i).name, {'.', '..'}); continue; end + folder = fullfile(root, d(i).name); + if ~exist(fullfile(folder, 'data.csv'), 'file'); continue; end + copyfile(template, fullfile(folder, 'plotcurve.m')); + localRun(fullfile(folder, 'plotcurve.m')); + n = n + 1; +end +fprintf('\nAdded plotcurve.m + learning_curve.png to %d variation folders.\n', n); + +end + +function localRun(scriptPath) +run(scriptPath); +end diff --git a/analysis/matlab/variation_plot.m b/analysis/matlab/variation_plot.m new file mode 100644 index 0000000..bfc1386 --- /dev/null +++ b/analysis/matlab/variation_plot.m @@ -0,0 +1,57 @@ +% Variation learning-curve plot, in the style of the paper: +% "Lines indicate mean (and SEM) across animals in the anodal (red) and +% control (blue) groups." +% Plots mean +/- SEM successful reaches per training day for the treatment / +% anodal group (stim = 1, red) and the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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style of the paper: +% "Lines indicate mean (and SEM) across animals in the anodal (red) and +% control (blue) groups." +% Plots mean +/- SEM successful reaches per training day for the treatment / +% anodal group (stim = 1, red) and the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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paper: +% "Lines indicate mean (and SEM) across animals in the anodal (red) and +% control (blue) groups." +% Plots mean +/- SEM successful reaches per training day for the treatment / +% anodal group (stim = 1, red) and the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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z9%7)JB(8@_lwU}%n!>s3{|lLW%4h%p literal 0 HcmV?d00001 diff --git a/analysis/matlab/variations/naive_a2_d0_5/plotcurve.m b/analysis/matlab/variations/naive_a2_d0_5/plotcurve.m new file mode 100644 index 0000000..bfc1386 --- /dev/null +++ b/analysis/matlab/variations/naive_a2_d0_5/plotcurve.m @@ -0,0 +1,57 @@ +% Variation learning-curve plot, in the style of the paper: +% "Lines indicate mean (and SEM) across animals in the anodal (red) and +% control (blue) groups." +% Plots mean +/- SEM successful reaches per training day for the treatment / +% anodal group (stim = 1, red) and the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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and the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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/dev/null +++ b/analysis/matlab/variations/naive_boxa_d6_10/plotcurve.m @@ -0,0 +1,57 @@ +% Variation learning-curve plot, in the style of the paper: +% "Lines indicate mean (and SEM) across animals in the anodal (red) and +% control (blue) groups." +% Plots mean +/- SEM successful reaches per training day for the treatment / +% anodal group (stim = 1, red) and the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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per training day for the treatment / +% anodal group (stim = 1, red) and the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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the control group (stim = 0, blue), reading +% this folder's data.csv and saving learning_curve.png. The per-group N is read +% from the data (each variation pools different groups), so the legend shows the +% actual counts. Training day is 1-indexed (our day 0 = the paper's "Day 1"). +% Run: matlab -batch "plotcurve" +% (Copy of analysis/matlab/variation_plot.m; see make_variation_plot.m.) + +here = fileparts(mfilename('fullpath')); +if isempty(here); here = pwd; end +vname = regexprep(here, '.*[/\\]', ''); + +D = readtable(fullfile(here, 'data.csv'), 'TextType', 'string'); +days = unique(D.day); % 0-indexed +xd = days + 1; % plot as 1-indexed training day (paper axis) + +red = [0.85 0.10 0.10]; +blue = [0.10 0.30 0.85]; + +[Ma, Sa, na] = localCurve(D, 1, days); % anodal / treatment (stim = 1) +[Mc, Sc, nc] = localCurve(D, 0, days); % control (stim = 0) + +fig = figure('Visible', 'off', 'Color', 'w', 'Position', [100 100 560 460]); +hold on +e1 = errorbar(xd, Ma, Sa, '-o', 'Color', red, 'MarkerFaceColor', red, 'LineWidth', 2); +e2 = errorbar(xd, Mc, Sc, '-o', 'Color', blue, 'MarkerFaceColor', blue, 'LineWidth', 2); +hold off +legend([e1 e2], {sprintf('anodal, N = %d', na), sprintf('control, N = %d', nc)}, ... + 'Location', 'northwest', 'Box', 'off'); +xlabel('training day'); +ylabel('# successes'); +title(vname, 'Interpreter', 'none'); +set(gca, 'XTick', xd, 'FontName', 'Arial', 'FontSize', 13, 'LineWidth', 1.5, 'Box', 'off'); + +outFile = fullfile(here, 'learning_curve.png'); +exportgraphics(fig, outFile, 'Resolution', 150); +close(fig); +fprintf('%s: wrote learning_curve.png (anodal N=%d, control N=%d)\n', vname, na, nc); + +% ------------------------------------------------------------------ helper +function [M, S, n] = localCurve(D, stimVal, days) +%LOCALCURVE Per-day mean and SEM of successes across the animals in a group. +subs = unique(D.subject(D.stim == stimVal)); +n = numel(subs); +X = nan(numel(days), n); +for j = 1:n + for i = 1:numel(days) + r = D.subject == subs(j) & D.day == days(i); + if any(r); X(i, j) = mean(D.success(r)); end + end +end +M = mean(X, 2, 'omitnan'); +S = std(X, [], 2, 'omitnan') ./ sqrt(sum(~isnan(X), 2)); +end diff --git 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