graphics_snn.m
来自「神经网络的工具箱, 神经网络的工具箱,」· M 代码 · 共 2,139 行 · 第 1/5 页
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2,139 行
endhandles.arch.dynamic.transfertext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[20 171 135 20], ... 'String','Transferfunction:', ... 'Style','text', ... 'Tag','arch_transfertext', ... 'Visible','on');for i = 1:(L+1) l = i+1; x0 = 80 + 390*(0.5 + dx*(l - (L+3)/2)); Position = [(x0- 90/2) 175 90 20]; handles.arch.dynamic.transpop(i) = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''arch_transfer'')', ... 'Interruptible', 'off', ... 'HorizontalAlignment','right', ... 'ListboxTop',1, ... 'Position', Position, ... 'String', arch.transferfunctions, ... 'Style','popup', ... 'Tag','arch_transpop', ... 'Value', arch.transfervalues(i), ... 'UserData', i, ... 'Visible','on');endhandles.arch.ok = uicontrol('Parent',h0, ... 'Enable', arch.ok.enable, ... 'Units','pixels', ... 'BackgroundColor',[0.7 0.7 0.7], ... 'Callback','guif(''arch_ok'')', ... 'Interruptible', 'off', ... 'ListboxTop',0, ... 'Position',[470 140 60 20], ... 'String','OK', ... 'Tag','arch_ok');handles.arch.previous = uicontrol('Parent',h0, ... 'BackgroundColor',[0.7 0.7 0.7], ... 'Callback','guif(''arch_previous'')', ... 'Interruptible', 'off', ... 'ListboxTop',0, ... 'Position',[410 110 30 20], ... 'String',' < ', ... 'Tag','arch_previous');handles.arch.help = uicontrol('Parent',h0, ... 'BackgroundColor',[0.7 0.7 0.7], ... 'Callback','guif(''arch_help'')', ... 'Interruptible', 'off', ... 'ListboxTop',0, ... 'Position',[440 110 60 20], ... 'String','Help', ... 'Tag','arch_help');handles.arch.next = uicontrol('Parent',h0, ... 'Enable', arch.next.enable, ... 'BackgroundColor',[0.7 0.7 0.7], ... 'Callback','guif(''arch_next'')', ... 'Interruptible', 'off', ... 'ListboxTop',0, ... 'Position',[500 110 30 20], ... 'String','>', ... 'Tag','arch_next');handles.arch.expframe = uicontrol('Parent',h0, ... 'Units', 'pixels', ... 'BackgroundColor',[0.7 0.7 0.7], ... 'ListboxTop',0, ... 'Position',[550 20 210 550], ... 'Style','frame', ... 'Tag','arch_expframe');text = {... '', ... '', ... '', ... '1. ', ... '', ... 'Insert the number of hidden layers for', ... 'the network.', ... '', ... '', ... '2. ', ... '', ... 'You can change the names of inputs and outputs.', ... '', ... '', ... '3. ', ... '', ... 'For each hidden layer, set the number ', ... 'of units and the transferfunction.', ... '', ... '', ... '4. ', ... '', ... 'Set the transferfunction for the output layer also.', ... '', ... '', ... '5. ', ... '', ... 'Press ''OK'' to continue.', ... };handles.arch.exptext = uicontrol('Parent',h0, ... 'Units', 'pixels', ... 'Position',[560 30 190 530], ... 'Style','text', ... 'String', text, ... 'HorizontalAlignment', 'left', ... 'Tag','arch_exptext');auf(fig, 'handles.arch', handles.arch);stdout(fig);%==================================================================function parameters(fig)parameters = guf(fig, 'parameters');h0 = fig;handles.parameters.title = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor', [0.7 0.8 0.8], ... 'FontSize', 18, ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position', [20 540 510 30] , ... 'String','Training parameters', ... 'Style','text', ... 'Tag','pr_title', ... 'Visible', 'on');handles.parameters.errorfunctiontext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'FontSize', 12, ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[20 497 120 20], ... 'String','Output:', ... 'Style','text', ... 'Tag','pr_tx1', ... 'Visible', 'on');outputnames = guf(fig, 'arch.outputnames');text = [outputnames; {'All outputs'}];handles.parameters.outputpop = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_outputpop'')', ... 'Interruptible', 'off', ... 'HorizontalAlignment','left', ... 'FontSize', 12, ... 'ListboxTop',1, ... 'Position', [125 500 150 20], ... 'String', text, ... 'Style','popup', ... 'Tag','pr_pop1', ... 'Value', parameters.outputpop.value, ... 'Visible','on');handles.parameters.errortext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[40 457 130 20], ... 'String','Output error function:', ... 'Style','text', ... 'Tag','pr_tx2', ... 'Visible', 'on');if (parameters.outputpop.value > prod(size(outputnames))) %all outputs value = parameters.errorpop.values(1);else value = parameters.errorpop.values(parameters.outputpop.value);endhandles.parameters.errorpop = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_errorpop'')', ... 'Interruptible', 'off', ... 'HorizontalAlignment','left', ... 'ListboxTop',1, ... 'Position', [170 460 100 20], ... 'String', parameters.errorfunctions, ... 'Style','popup', ... 'Tag','pr_pop2', ... 'Value', value, ... 'Visible','on');handles.parameters.weighttext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[280 457 50 20], ... 'String','Weight:', ... 'Style','text', ... 'Tag','pr_tx2', ... 'Visible', 'on');if (parameters.outputpop.value > prod(size(outputnames))) %all outputs string = parameters.errorweight(1);else % all outputs. string = parameters.errorweight(parameters.outputpop.value);endhandles.parameters.weightedit = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_weightedit'')', ... 'Interruptible', 'off', ... 'BackgroundColor',[1 1 1], ... 'HorizontalAlignment','right', ... 'ListboxTop',0, ... 'Position',[330 460 20 20], ... 'String', string, ... 'Style','edit', ... 'Tag','pr_weightedit', ... 'UserData', 1, ... 'Visible','on');handles.parameters.line1 = uicontrol('Parent',h0, ... 'Enable', 'off', ... 'Units','pixels', ... 'BackgroundColor',[0.7 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[20 435 510 10], ... 'String','', ... 'Style','text', ... 'Tag','pr_line', ... 'Visible','on');handles.parameters.algtext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'FontSize', 12, ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[20 397 160 20], ... 'String','Training algorithm:', ... 'Style','text', ... 'Tag','pr_algtext', ... 'Visible', 'on');handles.parameters.algpop = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_popalg'')', ... 'Interruptible', 'off', ... 'HorizontalAlignment','left', ... 'FontSize', 12, ... 'ListboxTop',1, ... 'Position', [180 400 120 20], ... 'String', parameters.algorithms, ... 'Style','popup', ... 'Tag','pr_popalg', ... 'Value', parameters.algvalue, ... 'Visible','on');if (parameters.algvalue == 1) % Levenberg-Maq. handles.parameters.dynamic.mumaxtext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[40 357 60 20], ... 'String','Mu_max:', ... 'Style','text', ... 'Tag','pr_mumaxtxt', ... 'Visible', 'on'); handles.parameters.dynamic.mumaxedit = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_mumaxedit'')', ... 'Interruptible', 'off', ... 'BackgroundColor',[1 1 1], ... 'HorizontalAlignment','right', ... 'ListboxTop',0, ... 'Position',[100 360 50 20], ... 'String', num2str(parameters.mumax, 5), ... 'Style','edit', ... 'Tag','pr_mumaxedit', ... 'UserData', 1, ... 'Visible','on'); handles.parameters.dynamic.muinctext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[160 357 60 20], ... 'String','Mu_inc:', ... 'Style','text', ... 'Tag','pr_muinctxt', ... 'Visible', 'on'); handles.parameters.dynamic.mumincedit = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_muincedit'')', ... 'Interruptible', 'off', ... 'BackgroundColor',[1 1 1], ... 'HorizontalAlignment','right', ... 'ListboxTop',0, ... 'Position',[220 360 50 20], ... 'String', num2str(parameters.muinc), ... 'Style','edit', ... 'Tag','pr_muincedit', ... 'UserData', 1, ... 'Visible','on'); handles.parameters.dynamic.mudectext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[280 357 60 20], ... 'String','Mu_dec:', ... 'Style','text', ... 'Tag','pr_mudectxt', ... 'Visible', 'on'); handles.parameters.dynamic.mudecedit = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_mudecedit'')', ... 'Interruptible', 'off', ... 'BackgroundColor',[1 1 1], ... 'HorizontalAlignment','right', ... 'ListboxTop',0, ... 'Position',[340 360 50 20], ... 'String', num2str(parameters.mudec), ... 'Style','edit', ... 'Tag','pr_mudecedit', ... 'UserData', 1, ... 'Visible','on');elseif (parameters.algvalue == 2) % Conj. Grad. Polak handles.parameters.dynamic.toltext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[40 357 70 20], ... 'String','Tolerance:', ... 'Style','text', ... 'Tag','pr_toltxt', ... 'Visible', 'on'); handles.parameters.dynamic.toledit = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_toledit'')', ... 'Interruptible', 'off', ... 'BackgroundColor',[1 1 1], ... 'HorizontalAlignment','right', ... 'ListboxTop',0, ... 'Position',[110 360 50 20], ... 'String', num2str(parameters.tol, 5), ... 'Style','edit', ... 'Tag','pr_toledit', ... 'UserData', 1, ... 'Visible','on');else % Grading Descent handles.parameters.dynamic.lrtext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[40 357 80 20], ... 'String','Learning rate:', ... 'Style','text', ... 'Tag','pr_lrtxt', ... 'Visible', 'on'); handles.parameters.dynamic.lredit = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'Callback','guif(''pr_lredit'')', ... 'Interruptible', 'off', ... 'BackgroundColor',[1 1 1], ... 'HorizontalAlignment','right', ... 'ListboxTop',0, ... 'Position',[130 360 50 20], ... 'String', num2str(parameters.lr, 5), ... 'Style','edit', ... 'Tag','pr_lredit', ... 'UserData', 1, ... 'Visible','on');endhandles.parameters.line2 = uicontrol('Parent',h0, ... 'Enable', 'off', ... 'Units','pixels', ... 'BackgroundColor',[0.7 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[20 330 510 10], ... 'String','', ... 'Style','text', ... 'Tag','pr_line2', ... 'Visible','on');handles.parameters.stoptext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'FontSize', 12, ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[20 300 200 20], ... 'String','Stop training when:', ... 'Style','text', ... 'Tag','pr_stoptext', ... 'Visible', 'on');handles.parameters.epochstext = ... uicontrol('Parent',h0, ... 'Units','pixels', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ...⌨️ 快捷键说明
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