mpib_memoreye/task/Memoreye_unattended_version_01.m

 
%% MEMOREYE - UNATTENDED

% Bernhard Spitzer and Juan Linde Domingo, MARCH 2021, CN@RC

%% Main diferences re previous version (00)

% Reduced size of pings and objects
% Correct delay between last ping and tests
% Including 6 different colorsets for Pings
% Background set to 128

%% Main diferences re previous version (00_1)

% Practice added
% Min delay between pings increased to 600ms (400ms before)

%% Main diferences re previous version (00_5)

% Practice and instructions done

%% Only diferences re previous version (01)

% Positions between cue and uncued items are uncorrelated
% Gazebo images modified


%% Only diferences re previous version (01_1)

% Detecting whether participant are not looking to the fix cross and adding
% this "null" trials to a final block. (no more than 48 trials)

%% Only diferences re previous version (01_5)

% Adding trials (50%) where after the test for the cued item we ask for the
% uncued item

% Only concrete task

% Adding the possibility of not using pings

% Instead of having a fixation cross, use a fixation DOT

%% Differences compare to Memory_unateended_in_progress

% Optimizing the off screen message

%% Some changes in in progress 02

% (1) Remove pings (although we can leave an option to turn them on again)

%  - Here pings are important since we use their onset to check the gaze 
%  during the delay period. One solution is not showing the object although 
%  we keep the onset

% (end) Update the output file

% Change the spatial fix threshold (1.5)
% Change the instructions
% FB message closer to the center

% No repetion of null triaLS (NON-FIXED)
% Add a temporal threshold for non-fix messages
% Push back the auditory cue after feedback 500ms 

%% Clean workspace and initialize the random number generator

clear all;
rand('state', sum(100*clock)); % Initialize the random number generator

%% Adding PTB pathq

ptb_path

%% Prompt window

    prompt = {'Do you want to run a practice with instructions or the real task? (only practice=1; only real task=2)'};

    defaults = {'2'};

    answer = inputdlg(prompt, 'Practice or real experiment?', 1, defaults);
    [supra] = deal(answer{:});
     supra = str2num(supra);


   % Open a Prompt Window and decoding the answer

    prompt = {'Task Version','Using the EEG-Lab PC? (0=no, 1=yes)','New Participant (0=no, 1=yes) ','Participant ID','Gender (M/F/Other)','Age','Righthanded? (0=no, 1=yes)','Stimuli subset (1 to 3)','Using Eye-tracking? (0=No;1=Yes)','Using EEG Triggers? (0=No;1=Yes)','Skip Sync Tests? (0=No;1=Yes)','First trial','Using pings (0=No;1=Yes)','Pings coloset (1 to 6)','Repeating non-fix trials? (0=No;1=Yes)'};

    defaults = {mfilename, '1','1','XXX','X','99','1','2','1','0','0','1','0','1','0' };

    answer = inputdlg(prompt, 'Experimental Setup Information', 1, defaults);
    [taskversion,lab,new_participant,subID, gender, age, righthanded, setofobjects,eyetracking,triggers_on, SkipSyncTests, firstrial, pingsareon, pingcolorset, repnonfixtrial] = deal(answer{:});
    
    age = str2num(age);
    righthanded = str2num(righthanded);

    eyetracking = str2num(eyetracking);
    original_eyetracking=eyetracking;
    triggers_on= str2num(triggers_on);
    original_triggers_on= triggers_on;

    SkipSyncTests =str2num(SkipSyncTests);
    setofobjects=str2num(setofobjects);
    pingcolorset = str2num(pingcolorset);
    firstrial=str2num(firstrial);
    new_participant=str2num(new_participant);
    lab=str2num(lab);
    repnonfixtrial=str2num(repnonfixtrial);
    pingsareon=str2num(pingsareon); %Ping on/off
    
        
    if supra==1
        mxsq=1:3;
    elseif supra==2
        if repnonfixtrial==1
        mxsq=4:5;
        elseif repnonfixtrial==0
        mxsq=4;    
        end   
    end
    
    if supra==1
    subID=[subID 'pr']    
    end
    
    fixtrh=70.5;
    gazeofftimelim=0.5; %time limits for the eyeoff
    % 
    if new_participant==0
        
    prompt = {'Participants could have a old EDF file. Choose the name for the new EDF file'};

    defaults = {'1'};

    answer = inputdlg(prompt, 'Experimental Setup Information', 1, defaults);
    [subID_neo] = deal(answer{:});
    
    end
    
   
    %% Screen setup
    
% Background color: cho ose a number from 0 (black) to 255 (white)
backgroundColor =  128;

clear screen

if SkipSyncTests
Screen('Preference', 'SkipSyncTests', 1)  %%% IMPORTANT!! 
end

whichScreen = max(Screen('Screens'));

if lab
[window1, rect] = Screen('Openwindow',whichScreen,backgroundColor,[],[],2);
else
[window1, rect] = Screen('Openwindow',whichScreen,backgroundColor,[0 0 800 600],[],2);
end

slack = Screen('GetFlipInterval', window1)/2;

W=rect(RectRight); % screen width
H=rect(RectBottom); % screen height

% Get the centre coordinate of the window
[xCenter, yCenter] = RectCenter(rect);

Screen(window1,'FillRect',backgroundColor);
HideCursor(window1);
Screen('Flip', window1);  


    %% Preparing Eyelink - Eye Tracking
    
    if eyetracking==1
         dummymode=0;
    
    % STEP 2
    % Provide Eyelink with details about the graphics environment
    % and perform some initializations. The information is returned
    % in a structure that also contains useful defaults
    % and control codes (e.g. tracker state bit and Eyelink key values).
    el=EyelinkInitDefaults(window1);
   
    % STEP 3
    % Initialization of the connection with the Eyelink Gazetracker.
    % exit program if this fails.
    if ~EyelinkInit(dummymode)
        fprintf('Eyelink Init aborted.\n');
    end
    
    [v vs]=Eyelink('GetTrackerVersion');
    fprintf('Running experiment on a ''%s'' tracker.\n', vs );
    
    % open file for recording data
    if new_participant
    edfFile=[subID '.edf'];
    Eyelink('Openfile', edfFile);
    else
    edfFile=[subID_neo '.edf'];
    Eyelink('Openfile', edfFile);  
    end         
     % STEP 4
    % Do setup and calibrate the eye tracker
    EyelinkDoTrackerSetup(el);
    Eyelink('command', 'calibration_area_proportion = 0.45 0.45');
    Eyelink('command', 'calibration_validation_proportion = 0.45 0.45');


    % do a final check of calibration using driftcorrection
    % You have to hit esc before return.
    EyelinkDoDriftCorrection(el);
    
    % STEP 5
    % Start recording eye position
    Eyelink('StartRecording');
    % record a few samples before we actually start displaying
    WaitSecs(0.5);
    else
    edfFile=[];
    end

%% Checking keyboard, screens, audio, and adding others settings (e.g. timing) for the experiment

    settings_memoreye_unattended_inprogress;


%% Open the serial port (Triggers)
if triggers_on
    TB = IOPort('OpenSerialPort','COM4'); % in the lab x=4
else
 TB =[];
end
%% Run the task

% time of start of experiment and date
trigger_beginning_end=245;

ExpStart = GetSecs;

today = date;

barColor=[100 100 100]

 % Counter for interblock message accuracy
 
    accuracy_con= [];
    accuracy_abs= [];
    
    for maxiblock=mxsq; %3 first miniblocks of practices and then the task
        
        % PLAY SOUND (here trig is a sound signal)
            % 1) fill the buffer
            PsychPortAudio('FillBuffer', pahandle,(audtest)');
            % 2) play it
            PsychPortAudio('Start', pahandle, repetitions, startCue);
            % 3) Stop when it's done playing
            PsychPortAudio('Stop', pahandle,1);
            
        if maxiblock==1 %first block of practice
            sequence=sequencepract1;
            practice=1;
%             eyetracking=0;
            triggers_on=0;
            imageFolder_in = 'instructions/one';
            imgList_in = dir(fullfile(imageFolder_in,['*.jpg']));
            imgList_in = {imgList_in(:).name};
            showingslides(imgList_in,imageFolder_in,window1,W,H,backgroundColor,responseKeys)
            
        elseif maxiblock==2
            sequence=sequencepract2;
            practice=1;
%             eyetracking=0;
            triggers_on=0;
            imageFolder_in = 'instructions/two';
            imgList_in = dir(fullfile(imageFolder_in,['*.jpg']));
            imgList_in = {imgList_in(:).name};
            showingslides(imgList_in,imageFolder_in,window1,W,H,backgroundColor,responseKeys)           
            
        elseif maxiblock==3
            sequence=sequencepract3;
            practice=1;
%             eyetracking=0;
            triggers_on=0;
            imageFolder_in = 'instructions/three';
            imgList_in = dir(fullfile(imageFolder_in,['*.jpg']));
            imgList_in = {imgList_in(:).name};
            showingslides(imgList_in,imageFolder_in,window1,W,H,backgroundColor,responseKeys)
            
        elseif maxiblock==4 %real task
            
            sequencenull=[] %Sequence of null trials
            sequence=sequence_real;
            practice=0;
            
            if original_eyetracking % Restore eyetracking on/off to original (to send triggers)
                eyetracking=1;
            else
                eyetracking=0;
            end
            
            if original_triggers_on % Restore triggers on/off to original
                triggers_on=1;
            else
                triggers_on=0;
            end
            press_trigger(trigger_beginning_end,TB,triggers_on);
            press_eyelink_trigger(trigger_beginning_end,eyetracking)
            
            % First Message
            Screen(window1, 'FillRect', backgroundColor);
            
            Screen('TextSize',window1,18);
            msg=['Welcome to the experiment'];
            DrawFormattedText(window1, msg, 'center', (H/4.5), textColor);
            DrawFormattedText(window1, '[Press the space bar to start]', 'center', (H/1.5), textColor);
            overviewTime = Screen('Flip',window1)-ExpStart; % first screen time
            Screen('TextSize',window1,40);
            
            % PLAY SOUND (here trig is a sound signal)
            % 1) fill the buffer
            PsychPortAudio('FillBuffer', pahandle,(audtest)');
            % 2) play it
            PsychPortAudio('Start', pahandle, repetitions, startCue);
            % 3) Stop when it's done playing
            PsychPortAudio('Stop', pahandle,1);
            
            % Wait for subject to press spacebar
            while 1
                [keyIsDown,secs,keyCode] = KbCheck;
                if keyCode(KbName('space'))==1
                    break
                end
            end
            
        elseif maxiblock==5 %repeating null trials (fix point)
            
            %randomize the sequencenull
            sequencenull=sequencenull(randperm(size(sequencenull,1)),:)
            sequencenull(:,10)=nblocks+1; %and put the same number for the blocks
            if size(sequencenull,1)>48 %Maximum trials to repeat
                sequencenull=sequencenull(1:48,:)
            end
            
            sequence=sequencenull;
            practice=0;
            firstrial=1;
            
            if original_eyetracking % Restore eyetracking on/off to original (to send triggers)
                eyetracking=1;
            else
                eyetracking=0;
            end
            
            if original_triggers_on % Restore triggers on/off to original
                triggers_on=1;
            else
                triggers_on=0;
            end
            press_trigger(trigger_beginning_end,TB,triggers_on);
            press_eyelink_trigger(trigger_beginning_end,eyetracking)
            
            % First Message
            Screen(window1, 'FillRect', backgroundColor);
            
            Screen('TextSize',window1,18);
            msg=['Almost done. We will repeat some trials where your gaze was not in the center'];
            DrawFormattedText(window1, msg, 'center', (H/4.5), textColor);
            DrawFormattedText(window1, '[Press the space bar to start]', 'center', (H/1.5), textColor);
            overviewTime = Screen('Flip',window1)-ExpStart; % first screen time
            Screen('TextSize',window1,40);
            
            % PLAY SOUND (here trig is a sound signal)
            % 1) fill the buffer
            PsychPortAudio('FillBuffer', pahandle,(audtest)');
            % 2) play it
            PsychPortAudio('Start', pahandle, repetitions, startCue);
            % 3) Stop when it's done playing
            PsychPortAudio('Stop', pahandle,1);
            
            % Wait for subject to press spacebar
            while 1
                [keyIsDown,secs,keyCode] = KbCheck;
                if keyCode(KbName('space'))==1
                    break
                end
            end
            
        end
       

for trial=firstrial:size(sequence,1)
    
    % Parameters for each trial (clarification)
    
    % In Sequence:
    
    % Column 1 = Object 1   
    % Column 2 = Object 2
    % Column 3 =  Rotation Object 1
    % Column 4 =  Rotarion Object 2
    % Column 5 =  Target: 1 or 2
    % Column 6 =  Target Object (id)
    % Column 7 =  Type of task  (1= concrete/perceptual; 2=continuous/abstract)
    % Column 8 =  Object memory test
    % Column 9 =  Rotation Object memory test
    % Column 10 =  Block number
    % Column 11 =  Rotation target
    % Column 12 = Testing uncued (True / False)  
    % Column 13 =  Object memory test 2
    % Column 14 =  Rotation Object memory test 2
    % Column 15 =  Rotation UNCUED
    
    object_1_id=sequence(trial,1);
    object_2_id=sequence(trial,2);
    object_1_rot=sequence(trial,3);
    object_2_rot=sequence(trial,4);
    cue=sequence(trial,5);
    type_of_task=sequence(trial,7);
    object_test_id=sequence(trial,8);
    object_test_rot=sequence(trial,9);
    block=sequence(trial,10);
    all_rotation = unique(sequence_real(:,3));
    
    object_cue_id=sequence(trial,6);
    object_cue_rot=sequence(trial,11);
    
    object_uncued_id=sequence(trial,13);
    object_uncued_rot=sequence(trial,15);

    
    pingfixated=zeros(1,8);
    pingfixated_2=zeros(1,8);

    testinguncued=sequence(trial,12);
    
    object_test_id_uncued=sequence(trial,13);
    object_test_rot_uncued=sequence(trial,14);
    
    
    if trial<size(sequence,1);
    next_trial_block=sequence(trial+1,10);
    else % we are in the last trial of the experiment, no next block
    next_trial_block=block;
    end

    
    if cue==1
        %object_cue_rot=object_1_rot;
        uncue=2;
        
    elseif cue==2
        % object_cue_rot=object_2_rot;
        uncue=1
    end
    
    Onset_ping=NaN(1,10); % (creating a vector to include up to 10 pings onsets in the outputfile)

    Onset_ping_2=NaN(1,10); % (creating a vector to include up to 10 pings onsets in the outputfile)

    %%  Trigger info (EEG and Eye-Tracking)

% % Changes: Gaze-off triggers removed (this info is included in the
% output file). Triggers for "Thanks" messages included.
    
% % -orientations (1:16): 001:1:016
% % -sample item code (1:3): 20:20:60
% % -1st/2nd sample position: 000/100
% %
% % i.e. item 2 at 45?? in first sample position would be 42; in 2nd sample position t would be 142
% % 
% % - first retrocue: 1/2 (first or second item respectively)
% % - second retrocue (for the uncued item): 3/4 (first or second item respectively)
% %
% % - thanks message after test for the CUED item: 5
% % - thanks message after test for the UNCUED item: 6
% % 
% % -Object onset in abstract test for the CUED item: 201:209 (object identity from 1 to 9)
% % -Object onset in abstract test for the UNCUED item: 211:219 (object identity from 1 to 9)
% %
% % -Object onset in concrete test for the CUED item: 220/221 (for left/right tilted)
% % -Object onset in concrete test for the UNCUED item: 223/224 (for left/right tilted)
% % 
% % -230 Ping - First delay
% % -231 Oddball Ping - First delay
% %
% % -232 Ping - Second delay
% % -233 Oddball - Second delay
% % 
% % -241 left button press
% % -242 right button press
% % -243 up/accept button press

% % -244 feedback cued item
% % -245 feedback uncued item
% %
% % -246 beginning/end of the task

%% IMPORTANT - MODIFIED BASED ON THE PREVIOUS LIST

trigger_object_1 = (find(object_1_rot==all_rotation))+(object_1_id*20)
trigger_object_2 = (find(object_2_rot==all_rotation))+(object_2_id*20)+100

trigger_retrocue = cue;
trigger_retrocue_2 = uncue+2;

trigger_thanks = 5;
trigger_thanks_2 = 6;

trigger_taskcue = NaN; %not used here

%To remove
% trigger_object_1_null=100;
% trigger_object_2_null=200;
% trigger_ping_null=232


degdiff=angdiff(deg2rad(object_cue_rot),deg2rad(object_test_rot)); % angular difference
degdiff=rad2deg(degdiff);
             
trigger_object_concrete= 220+(degdiff>0);
trigger_object_abstract=object_test_id+200;

trigger_object_concrete_uncued= 222+(degdiff>0);
trigger_object_abstract_uncued=object_test_id+210;

trigger_ping=230;
trigger_odd_ping=231;

trigger_ping_2=232;
trigger_odd_ping_2=233;

trigger_left_key=241;
trigger_right_key=242;
trigger_up_key=243;

trigger_feedback=244;
trigger_feedback_uncued=245;


trigger_beginning_end=246;

    %%    Pre-load stimuli and other settings
    
    bth=254% treshold to subtitute for background
    sc_o=(10000/W)*1.4;
    
    %Object 1
      
    file_object_1 = imgList{object_1_id};
    img_object_1 = imread(fullfile(imageFolder ,file_object_1));
    img_object_1((img_object_1>=bth))=backgroundColor; %REMOVING BACKGROUND FOR EACH IMAGE
    objectDisplay_1 = Screen('MakeTexture', window1, img_object_1);
    
    % Calculate image position (center of the screen) OBJECT 1
    imageSize_o1 = size(img_object_1)/sc_o;
    pos_o1 = [(W-imageSize_o1(2))/2 (H-imageSize_o1(1))/2 (W+imageSize_o1(2))/2 (H+imageSize_o1(1))/2];
    
    %Object 2
    
    file_object_2 = imgList{object_2_id};
    img_object_2 = imread(fullfile(imageFolder ,file_object_2));
    img_object_2((img_object_2>=bth))=backgroundColor; %REMOVING BACKGROUND FOR EACH IMAGE
    objectDisplay_2 = Screen('MakeTexture', window1, img_object_2);
    
    % Calculate image position (center of the screen) OBJECT 2
    imageSize_o2 = size(img_object_2)/sc_o;
    pos_o2 = [(W-imageSize_o2(2))/2 (H-imageSize_o2(1))/2 (W+imageSize_o2(2))/2 (H+imageSize_o2(1))/2];
    
    %Object Memory Test (we will use a difference object for the
    %abstract task)
    
    if type_of_task==2
        
        file_object_t = imgList_test{object_test_id};
        img_object_t = imread(fullfile(imageFolder_test ,file_object_t));
        img_object_t((img_object_t>=bth))=backgroundColor; %REMOVING BACKGROUND FOR EACH IMAGE
        objectDisplay_test = Screen('MakeTexture', window1, img_object_t);
        
    else
        
        file_object_t = imgList{object_test_id};
        img_object_t = imread(fullfile(imageFolder,file_object_t));
        img_object_t((img_object_t>=bth) )=backgroundColor ; %REMOVING BACKGROUND FOR EACH IMAGE
        objectDisplay_test = Screen('MakeTexture', window1, img_object_t);       
        
        proof=img_object_t;proof(:,:,1)=proof(:,:,1)./1.5;proof(:,:,3)=proof(:,:,3)./1.5;
        proof((img_object_t==backgroundColor) )=backgroundColor ; %REMOVING BACKGROUND FOR EACH IMAGE
        objectDisplay_test_green = Screen('MakeTexture', window1, proof);
        
        proof=img_object_t;proof(:,:,2)=proof(:,:,2)./1.5;proof(:,:,3)=proof(:,:,3)./1.5;
        proof((img_object_t==backgroundColor))=backgroundColor ; %REMOVING BACKGROUND FOR EACH IMAGE
        objectDisplay_test_red = Screen('MakeTexture', window1, proof);
        
                
        file_object_t_uncued = imgList{object_test_id_uncued};
        img_object_t_uncued = imread(fullfile(imageFolder,file_object_t_uncued));
        img_object_t_uncued((img_object_t_uncued>=bth) )=backgroundColor ; %REMOVING BACKGROUND FOR EACH IMAGE
        objectDisplay_test_uncued = Screen('MakeTexture', window1, img_object_t_uncued);   
        
        
    end
    
    % Calculate image position (center of the screen) OBJECT TEST
    imageSize_ot = size(img_object_t)/sc_o;
    pos_ot = [(W-imageSize_ot(2))/2 (H-imageSize_ot(1))/2 (W+imageSize_ot(2))/2 (H+imageSize_ot(1))/2];
    
    %Setting the position of the oddball ping
     
    %Calcularing the time gap between pings
    
    pausvec=pingT(npings,nodd,delth,pilth,minipi,maxsend,minstart)
    
    odvec=[zeros(1,npings-nodd) ones(1,nodd)]; % vector defining which ping is an oddball
    oddpingpos=odvec(randperm(npings));   
    
    %Calcularing the time gap between pings for the SECOND delay
    
    pausvec_2=pingT(npings_2,nodd_2,delth_2,pilth_2,minipi_2,maxsend_2,minstart_2)
    
    odvec_2=[zeros(1,npings_2-nodd_2) ones(1,nodd_2)]; % vector defining which ping is an oddball
    oddpingpos_2=odvec_2(randperm(npings_2));

    %% Showing OBJECT 1
    objectodisplay=objectDisplay_1;
    rottodisplay=object_1_rot;
    positiontodisplay=pos_o1;

        OnsetResp=0;          
        rt_catch = 0;
        resp_text = 0;
        resp_catch = 'No_Response'; %Just in case we don't have response
                
        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);     
        
        if eyetracking==1 % Before 'Flip' check whether the eyes are well fixated to change the trigger id
            eyesin=0;
            eyesout=0;
            eyes_were_out=0;
            too=[];
            %if eyes are not fixated, the trial will not start
            while eyesin==0
                too(1) = gazein(W,H,fixtrh,gazeofftimelim,0);
                too(1)
                if too(1)==1
                    eyesin=1;
                elseif too(1)==0
                     eyes_were_out=1;
                end
            end
        end
        
         %If eyes were not fixated before the trial start (time lenght
         %defined by fixationDuration)
         if eyes_were_out
             
             drawDot(window1,W,H,barColor);
             tFixation = Screen('Flip', window1);
             
             Screen(window1, 'FillRect', backgroundColor);
             Screen('Flip', window1, tFixation + (fixationDuration - slack),0) %Adding between 0 and 0.5 second randomly to the minimum for the fixation duration
                         
             Screen('TextSize',window1,40);
             DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
         end
        
        % Show fixation cross
        
        drawDot(window1,W,H,barColor);
        tFixation = Screen('Flip', window1);
        
        Screen(window1, 'FillRect', backgroundColor);
        Screen('Flip', window1, tFixation + (fixationDuration + (rand(1)/2))- slack,0) %Adding between 0 and 0.5 second randomly to the minimum for the fixation duration        

        % Show Object 1
        
        Screen('DrawTexture', window1, objectodisplay, [], positiontodisplay,rottodisplay);
        drawDot(window1,W,H,barColor); %Fixcross on top        
        
        object_1_fixated=0; %eye centered
        if eyetracking==1 % Before 'Flip' check whether the eyes are well fixated to change the trigger id
                       
           object_1_fixated = gazeoff(W,H,fixtrh,gazeofftimelim,0);

        end
                
        startTime = Screen('Flip', window1); % Start of trial
        Onset_object_1 = startTime-ExpStart; %Onset
        tdel=press_trigger(trigger_object_1,TB,triggers_on);
        press_eyelink_trigger(trigger_object_1,eyetracking)
        startout=[];        

            while (GetSecs - startTime) < objectTimeout - tdel - slack
            [keyIsDown,secs,keyCode] = KbCheck;

            % ESC key quits the experiment
            if keyCode(KbName('Q')) == 1
                endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)
            end
            
            respTime = GetSecs;
            pressedKeys = find(keyCode);
            
            % Check for response keys
            if ~isempty(pressedKeys)
                for i = 1:length(responseKeys)
                    if KbName(responseKeys{i}) == pressedKeys(1)
                        
                        break
                        
                    end
                end
            end
            
            if eyetracking==1
                
                nnf(1) = gazeoff(W,H,fixtrh,gazeofftimelim,0);
                if nnf(1)==0
                    continue
                    
                end
                
                startout=[startout GetSecs];
                
                if startout(end)-startout(1)>gazeofftimelim %pingfixated(1) %Eyes not fixated!
                    object_1_fixated=1;                    
                end                
            end
                        
            
            end
   % Empty screen between object offset and next fix cross        
   % Screen priority
   
        Priority(MaxPriority(window1));
        Priority(2); 
        
        Screen(window1, 'FillRect', backgroundColor);
        Screen('Flip', window1 )
        
        while (GetSecs - startTime) < postobjectTimeout1 - slack

            % ESC key quits the experiment
            if keyCode(KbName('Q')) == 1
            endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)
            end

            [keyIsDown,secs,keyCode] = KbCheck;

            respTime = GetSecs;
            pressedKeys = find(keyCode);

            % Check for response keys
            if ~isempty(pressedKeys)
                for i = 1:length(responseKeys)
                    if KbName(responseKeys{i}) == pressedKeys(1)
                        resp_catch = responseKeys{i};
                        rt_catch = respTime - startTime;
                        OnsetResp = GetSecs - ExpStart;
                        break

                    end
                end
            end


        end
    %% Showing OBJECT 2
    objectodisplay=objectDisplay_2;
    rottodisplay=object_2_rot;
    positiontodisplay=pos_o2;

    OnsetResp=0;          
        rt_catch = 0;
        resp_text = 0;
        resp_catch = 'No_Response'; %Just in case we don't have response
                
        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        Screen(window1, 'FillRect', backgroundColor);
        drawDot(window1,W,H,barColor);
        
%         %If eyes were not fixated in object 1
%          if object_1_fixated
%             Screen('TextSize',window1,40);
%             DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
%          end
        
        tFixation = Screen('Flip', window1);
        
        
        Screen('Flip', window1, tFixation + (fixationDuration)- slack,0) 
        
        % Show Object 2
        
        Screen('DrawTexture', window1, objectodisplay, [], positiontodisplay,rottodisplay);
        drawDot(window1,W,H,barColor); %Fixcross on top
        
        
        object_2_fixated=0; %eye centered
        if eyetracking==1 % Before 'Flip' check whether the eyes are well fixated to change the trigger id
          object_2_fixated = gazeoff(W,H,fixtrh,gazeofftimelim,0);

        end
        
        
        startTime = Screen('Flip', window1); % Start of trial
        Onset_object_2 = startTime-ExpStart; %Onset 
        tdel=press_trigger(trigger_object_2,TB,triggers_on);
        press_eyelink_trigger(trigger_object_2,eyetracking)
        startout=[];
        
            while (GetSecs - startTime)< objectTimeout - tdel - slack
            [keyIsDown,secs,keyCode] = KbCheck;

            % ESC key quits the experiment
            if keyCode(KbName('Q')) == 1
            endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)
            end
 
            respTime = GetSecs;
            pressedKeys = find(keyCode);

            % Check for response keys
            if ~isempty(pressedKeys)
                for i = 1:length(responseKeys)
                    if KbName(responseKeys{i}) == pressedKeys(1)
                        
                        break

                    end
                end
            end
            
            if eyetracking==1
                
                nnf(1) = gazeoff(W,H,fixtrh,gazeofftimelim,0);
                if nnf(1)==0
                    continue
                    
                end
                
                startout=[startout GetSecs];
                
                if startout(end)-startout(1)>gazeofftimelim %pingfixated(1) %Eyes not fixated!
                    object_2_fixated=1;                    
                end                
            end

            end  
   % Empty screen between object offset and next fix cross        
   % Screen priority
   
        Priority(MaxPriority(window1));
        Priority(2);
        Screen(window1, 'FillRect', backgroundColor);
        drawDot(window1,W,H,barColor); %Fixcross on top
        
        %If eyes were not fixated in object 2
         if object_2_fixated
            Screen('TextSize',window1,40);
            DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
        end
        
        
        startTime = Screen('Flip', window1 )
        
        while (GetSecs - startTime)< postobjectTimeout2 - slack

            % ESC key quits the experiment
            if keyCode(KbName('Q')) == 1
            endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)
            end

            [keyIsDown,secs,keyCode] = KbCheck;

            respTime = GetSecs;
            pressedKeys = find(keyCode);

            % Check for response keys
            if ~isempty(pressedKeys)
                for i = 1:length(responseKeys)
                    if KbName(responseKeys{i}) == pressedKeys(1)
                        resp_catch = responseKeys{i};
                        rt_catch = respTime - startTime;
                        OnsetResp = GetSecs - ExpStart;
                        break

                    end
                end
            end


        end
        
    %% Showing retro cue (sounds)
    
    % Screen priority
    Priority(MaxPriority(window1));
    Priority(2);
    
    % Show fixation cross
    
    drawDot(window1,W,H,barColor);
    startTime = Screen('Flip', window1);
    Onset_retrocue = startTime-ExpStart; %Onset
    press_trigger(trigger_retrocue,TB,triggers_on);
    press_eyelink_trigger(trigger_retrocue,eyetracking)
    
% % %         % Show retro cue (visual)
% % % 
% % % %     Screen('Flip', window1, tFixation + (fixationDuration + rand(1))- slack,0) %Adding between 0 and 1 second randomly to the minimum for the fixation duration
% % % %  
% % % %     
% % % %     Screen('TextSize',window1,60);
% % % %     DrawFormattedText(window1, num2str(cue), 'center', 'center', [255 255 255]);
% % % %     
% % % %     startTimePing = Screen('Flip',window1)-ExpStart; % first screen time
 
%  Presenting retro cue with audio

        % PLAY SOUND (here trig is a sound signal)
        % 1) fill the buffer
        PsychPortAudio('FillBuffer', pahandle,(audcue{cue})');
        % 2) play it
        PsychPortAudio('Start', pahandle, repetitions, startCue);

        % 3) Stop when it's done playing
        PsychPortAudio('Stop', pahandle,1);   
        

%     WaitSecs(audiogap)
    
    %% Presenting task cue (sounds)
    
%     if type_of_task==1
%         taskmessage='photo'
%         audio=aud1;
%     else
%         taskmessage='rotation'
%         audio=aud2;
% 
%     end
%     % Screen priority
%     Priority(MaxPriority(window1));
%     Priority(2);
%     
%     % Show fixation cross
%     Screen(window1, 'FillRect', backgroundColor);
%     drawDot(window1,W,H,barColor);
%     startTime = Screen('Flip', window1);
%     press_trigger(trigger_taskcue,TB,triggers_on);
%     press_eyelink_trigger(trigger_taskcue,eyetracking)
% 
% % % % 
% % % % Screen('Flip', window1, tFixation + (fixationDuration + rand(1))- slack,0) %Adding between 0 and 1 second randomly to the minimum for the fixation duration
% % % %            Screen(window1, 'FillRect', backgroundColor);
% % % 
% % % %     % Show task cue (visual
% % %     
% % % %     Screen('TextSize',window1,60);
% % % %     DrawFormattedText(window1, taskmessage, 'center', 'center', [255 255 255]);
% % % %     
% % % %     startTimePing = Screen('Flip',window1)-ExpStart; % first screen time
% 
% %  Presenting task cue with audio
% 
%         % PLAY SOUND (here trig is a sound signal)
%         % 1) fill the buffer
%         PsychPortAudio('FillBuffer', pahandle,(audtaskcue{type_of_task})');
%         % 2) play it
%         PsychPortAudio('Start', pahandle, repetitions, startCue);
% 
%         % 3) Stop when it's done playing
%         PsychPortAudio('Stop', pahandle,1);
% 
%         Onset_taskcue = startTime-ExpStart; %Onset       

%     
    %% Showing the Pings (if the option is on)
    
if pingsareon   % Draw the pings if the variable pingsareon is 1
   
    for pings=1:size(oddpingpos,2) %How many pings
               
        
        %In this example the oddball will be a different color for the
        %text
        
        if oddpingpos(pings)==1
            rectColor_s=rectColor_odd;
            trigger_ping_selected=trigger_odd_ping
        else
            rectColor_s=rectColor;
            trigger_ping_selected=trigger_ping
        end
               
        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        Screen(window1, 'FillRect', backgroundColor);
        drawDot(window1,W,H,barColor);
        tFixation = Screen('Flip', window1);
        
        %Duration of fix cross is based on "pausvec" 
        
        Screen('Flip', window1, tFixation + (pausvec(pings)/1000)- slack,0) %Adding time to the minimum for the fixation duration
            
            Screen('FillOval', window1, rectColor_s{1}, centeredRect1, maxDiameter1);
            Screen('FillOval', window1, rectColor_s{2}, centeredRect2, maxDiameter2);
            Screen('FillOval', window1, rectColor_s{3}, centeredRect3, maxDiameter3);
            Screen('FillOval', window1, rectColor_s{4}, centeredRect4, maxDiameter4);
            Screen('FillOval', window1, rectColor_s{5}, centeredRect5, maxDiameter5);
            
            drawDot(window1,W,H,barColor); %Fixcross on top
                           
        pingfixated(pings)=0; %eye centered
        if eyetracking==1 % Before 'Flip' check whether the eyes are well fixated to change the trigger id
                      pingfixated(pings) = gazeoff(W,H,fixtrh,gazeofftimelim,0);

                if pingfixated(pings)                     
                    Screen('TextSize',window1,40);
                    DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
                end
            
        end

        
         % Flip to the screen
        startTime = Screen('Flip', window1);
        
        
        tdel=press_trigger(trigger_ping_selected,TB,triggers_on);
        press_eyelink_trigger(trigger_ping_selected,eyetracking)

        Onset_ping(pings) = startTime-ExpStart;
        startout=[];

        
        while GetSecs - startTime < ((pilth/1000)-tdel - slack)
            
            if eyetracking==1
                
                nnf(1) = gazeoff(W,H,fixtrh,gazeofftimelim,0);
                if nnf(1)==0
                    continue
                    
                end
                
                startout=[startout GetSecs];
                
                if startout(end)-startout(1)>gazeofftimelim %pingfixated(1) %Eyes not fixated!
                    pingfixated(pings)=1;
                    Screen('TextSize',window1,40);
                    DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
                    startTimeFiXM =Screen('Flip', window1)
                    
                end
                
            end
            
        end
                   
    end
    
    
else %if PINGS are off
    
         startout=[];


        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        Screen(window1, 'FillRect', backgroundColor);
        drawDot(window1,W,H,barColor);
        startTimeA = Screen('Flip', window1); 

        
               while GetSecs - startTimeA < ((delth/1000)-(pausvec(end)/1000)- slack) % During the time of the delay period
          
                   if eyetracking==1
                       
                       nnf(1) = gazeoff(W,H,fixtrh,gazeofftimelim,0);
                       if nnf(1)==0
                           continue

                       end
                       
                       startout=[startout GetSecs];
                       
                       if startout(end)-startout(1)>gazeofftimelim %pingfixated(1) %Eyes not fixated!
                           pingfixated(1)=1;
                           Screen('TextSize',window1,40);
                           DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
                           startTimeFiXM =Screen('Flip', window1)
                           
                       end
                       
                   end
        
           end 
    
    
end
    %% Showing OBJECTs for Memory test (Discrete/perceptual task)
    
    if type_of_task==1
        
        acc_trial_concrete=NaN;
        OnsetResp=0;
        rt_resp_concrete = 0;
        resp_text = 0;
        resp = 'No_Response'; %Just in case we don't have response
        rotationAngle_test=object_test_rot;
        finalrot_concrete=NaN;
        
        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        drawDot(window1,W,H,barColor);
        tFixation = Screen('Flip', window1);
        
        Screen(window1, 'FillRect', backgroundColor);
        Screen('Flip', window1, tFixation + (pausvec(end)/1000)- slack,0) %Adding between 0 and 1 second randomly to the minimum for the fixation duration
        
        % Show Object
        
        Screen('TextSize',window1,18);
        DrawFormattedText(window1, 'Press <- or -> to CHOOSE the right direction', 'center', (H/4.5), textColor);
        Screen('DrawTexture', window1, objectDisplay_test, [], pos_ot,rotationAngle_test);
        startTime_test = Screen('Flip', window1); % Start of trial
        press_trigger(trigger_object_concrete,TB,triggers_on);
        press_eyelink_trigger(trigger_object_concrete,eyetracking)

        Onset_object_pt = startTime-ExpStart; %Onset
        Onset_test = startTime_test-ExpStart; %Onset

        responsetimeout=0;
        
        stop=1;
        
        
        while stop % GetSecs - startTime < objectTimeout
            
            [keyIsDown,secs,keyCode] = KbCheck;
             % ESC key quits the experiment
            if keyCode(KbName('Q')) == 1
               
                endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)

            end
            respTime = GetSecs;
            pressedKeys = find(keyCode);
            
            % Check for response keys
            if ~isempty(pressedKeys)
                for i = 2:3
                    if KbName(responseKeys{i}) == pressedKeys(1)
                        resp = responseKeys{i};
                        rt_resp_concrete= respTime - startTime_test;
                        OnsetResp = GetSecs - ExpStart;
                        
                        if keyCode(KbName('RightArrow')) == 1
                            press_trigger(trigger_right_key,TB,triggers_on);
                            press_eyelink_trigger(trigger_right_key,eyetracking)

                        elseif keyCode(KbName('LeftArrow')) == 1
                            press_trigger(trigger_left_key,TB,triggers_on);
                            press_eyelink_trigger(trigger_left_key,eyetracking)

                        end
                        
                        break
                        
                    end
                end
            end
            
            if rt_resp_concrete > 0
                stop=0;
                break
            elseif (GetSecs - startTime_test > concreteTimeout - slack)
                stop=0;
                responsetimeout=1;
            end
        end
        
        % Showing the move
        
            if keyCode(KbName('RightArrow')) == 1
                
                   Screen('TextSize',window1,18);
                   DrawFormattedText(window1, 'Press <- or -> to CHOOSE the right direction', 'center', (H/4.5), textColor);
                   Screen('DrawTexture', window1, objectDisplay_test, [], pos_ot,rotationAngle_test+distrot/contestdif);
                   startTime = Screen('Flip', window1); % Start of trial
                   Onset_object_pt = startTime-ExpStart; %Onset
                   
                finalrot_concrete=rotationAngle_test+distrot/contestdif;
                   
            end
            
            if keyCode(KbName('LeftArrow')) == 1
                
                Screen('TextSize',window1,18);
                DrawFormattedText(window1, 'Press <- or -> to CHOOSE the right direction', 'center', (H/4.5), textColor);
                Screen('DrawTexture', window1, objectDisplay_test, [], pos_ot,rotationAngle_test-distrot/contestdif);
                startTime = Screen('Flip', window1); % Start of trial
                Onset_object_pt = startTime-ExpStart; %Onset
                
                finalrot_concrete=rotationAngle_test-distrot/contestdif;
              
            end
        
                WaitSecs(fbrespcon)
                
                
                %% Feedback Concrete using images
                
         %Obtaining right answer
        
         if responsetimeout
             fb_message= (['Try to respond faster'])
             acc_trial_concrete=2;
             textColor_fb=[255 0 0]
                 
         else
             degdiff=angdiff(deg2rad(object_cue_rot),deg2rad(object_test_rot)); % angular difference
             degdiff=rad2deg(degdiff)
             if  degdiff<0
                 corr_r='R'
             else
                 corr_r='L'
             end
             
             %Preparing FB message
             if resp(1)==corr_r
                 fb_message = 'correct'
                 accuracy_con=[accuracy_con 1];
                 acc_trial_concrete=1;

                 objectDisplay_fb=objectDisplay_test_green;
                 textColor_fb=[0 255 100]
                 
             else
                 fb_message = 'incorrect'
                 accuracy_con=[accuracy_con 0];
                 acc_trial_concrete=0;
                 objectDisplay_fb=objectDisplay_test_red;
                 textColor_fb=[255 0 0]
                 
                 
             end
             
         end
         
        Screen('TextSize',window1,20);
        DrawFormattedText(window1, fb_message, 'center', (H/4.5), textColor_fb);
        Screen('DrawTexture', window1, objectDisplay_test,[], pos_ot,object_cue_rot,1,0.9);

        startTime=Screen('Flip', window1); % Start of feedback 
        Onset_feedback = startTime-ExpStart; %Onset
        press_trigger(trigger_feedback,TB,triggers_on); 
        press_eyelink_trigger(trigger_feedback,eyetracking)


        
        WaitSecs(fbtimeoutcon- slack)


    end
    
    %% Showing OBJECTs for Memory test (Abstract task)
    
    if type_of_task==2
        
        OnsetResp=0;
        rt_resp_abstract = 0;
        rt_resp_abstract_ini = [];

        resp_text = 0;
        resp_catch = 'No_Response'; %Just in case we don't have response
        rotationAngle_test=object_test_rot;
        Onset_movl=0;
        rotFac=1;
        responsetimeout=0;

        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        drawDot(window1,W,H,barColor);
        tFixation = Screen('Flip', window1);
        
        Screen(window1, 'FillRect', backgroundColor);
        Screen('Flip', window1, tFixation + ( pausvec(end)/1000)- slack,0) %Adding between 0 and 1 second randomly to the minimum for the fixation duration
        
        % Show Object
        
        Screen('TextSize',window1,18);
        DrawFormattedText(window1, ['Press <- or -> to ROTATE; press ' keytoaccepabs ' to accept '], 'center', (H/4.5), textColor);
        Screen('DrawTexture', window1, objectDisplay_test, [], pos_ot,rotationAngle_test);
        startTime_test = Screen('Flip', window1); % Start of trial
        press_trigger(trigger_object_abstract,TB,triggers_on);
        press_eyelink_trigger(trigger_object_abstract,eyetracking)


        Onset_object_pt = startTime_test-ExpStart; %Onset
        Onset_test = startTime_test-ExpStart; %Onset

        
        stop=1;
        while stop % GetSecs - startTime < objectTimeout
            [keyIsDown,secs,keyCode] = KbCheck;
            
            % ESC key quits the experiment
            if keyCode(KbName('Q')) == 1
               
                endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)

                return;
            end
            
            pressedKeys = find(keyCode);
            
            if keyCode(KbName('RightArrow')) == 1
                
               
                Screen('TextSize',window1,18);
                DrawFormattedText(window1, ['Press <- or -> to ROTATE; press ' keytoaccepabs ' to accept '], 'center', (H/4.5), textColor);
                Screen('DrawTexture', window1, objectDisplay_test, [], pos_ot,rotationAngle_test+rotSensi*rotFac);
                startTime=Screen('Flip', window1); % Moving
                
                Onset_movn = startTime-ExpStart; %Onset
                ddd=Onset_movn-Onset_movl;                
                if ddd<keypul 
                    rotFac= rotFac+keyacce;
                else
                   rotFac=1
                end               
                Onset_movl=Onset_movn; 
                
                rotationAngle_test=rotationAngle_test+(rotSensi*rotFac)
                
                if isempty(rt_resp_abstract_ini) %saving time a key was pressed first time
                rt_resp_abstract_ini= startTime-ExpStart;
                press_trigger(trigger_right_key,TB,triggers_on);
                press_eyelink_trigger(trigger_right_key,eyetracking)

                end
                
            end
            
            if keyCode(KbName('LeftArrow')) == 1
                
                
                Screen('TextSize',window1,18);
                DrawFormattedText(window1, ['Press <- or -> to ROTATE; press ' keytoaccepabs ' to accept '], 'center', (H/4.5), textColor);
                Screen('DrawTexture', window1, objectDisplay_test, [], pos_ot,rotationAngle_test-rotSensi*rotFac);
                startTime=Screen('Flip', window1); % Moving
                
                Onset_movn = startTime-ExpStart; %Onset
                ddd=Onset_movn-Onset_movl;                
                if ddd<keypul 
                    rotFac= rotFac+keyacce;
                else
                   rotFac=1
                end               
                Onset_movl=Onset_movn; 
                               
                rotationAngle_test=rotationAngle_test-(rotSensi*rotFac)
                
                if isempty(rt_resp_abstract_ini) %saving time a key was pressed first time
                rt_resp_abstract_ini= startTime-ExpStart;
                press_trigger(trigger_left_key,TB,triggers_on);
                press_eyelink_trigger(trigger_left_key,eyetracking)
                
                end
                
            end
            
            if keyCode(KbName(keytoaccepabs)) == 1   
                
            press_trigger(trigger_up_key,TB,triggers_on);
            press_eyelink_trigger(trigger_up_key,eyetracking)


                rt_resp_abstract = GetSecs - startTime_test;          
                stop=0;
            elseif (GetSecs - startTime_test > abstractTimeout)
                rt_resp_abstract=0;
                stop=0;
                responsetimeout=1;
            end
            
        end
    end
    
    WaitSecs(fbrespabs- slack)
    

    %% Giving feedback (B updated to circular) (Continuous task)
    
    if type_of_task==2
        
        degdiff=angdiff(deg2rad(rotationAngle_test),deg2rad(object_cue_rot)); % angular difference
        degdiff=rad2deg(degdiff);  % back to degrees
        mes_catch=(['Difference in degrees = ' num2str(round(abs(degdiff)))])
        fb=1;
        
        if fb==1 % percentage correct
            perc=abs(degdiff);
            perc=1-abs(degdiff)/180;
            perc=round(1000*perc)/10;
            mes_catch= (['Accuracy score: ' num2str(perc) ' %' ])
            textColor_fb=[255 255 255]
            acc_trial_abstract=(perc)
        end
        
        if responsetimeout
            mes_catch= (['Try to respond faster']) 
            textColor_fb=[255 0 0]
            acc_trial_abstract=NaN

        end
        %To give averall feedback about performance in a block
        accuracy_abs=[accuracy_abs perc];
        
% % %         % Show  fixation   cross
% % %         
% % %         drawDot(window1,W,H,barColor);
% % %         tFixation = Screen('Flip', window1);
% % %         
% % %         % Show fixation cross
% % %         Screen(window1, 'FillRect', backgroundColor);
% % %         Screen('Flip', window1, tFixation + (fixationDuration + rand(1))- slack,0) %Adding between 0 and 1 second randomly to the minimum for the fixation duration
% % %         
        % Show Feedback Screen
        
% % %         DrawFormattedText(window1, mes_catch, 'center', 'center', textColor);
% % %         
% % %         startTime = Screen('Flip', window1);
% % %         Onset_feedback = startTime-ExpStart; %Onset
% % %         

                Screen('TextSize',window1,18);
                DrawFormattedText(window1, mes_catch, 'center', (H/4.5), textColor_fb);
                Screen('DrawTexture', window1, objectDisplay_test, [], pos_ot,rotationAngle_test);
                startTime=Screen('Flip', window1); % Start of feedback 
                
                press_trigger(trigger_feedback,TB,triggers_on);
                press_eyelink_trigger(trigger_feedback,eyetracking)


                Onset_feedback = startTime-ExpStart; %Onset   
                
                WaitSecs(fbtimeoutabs- slack)
        
    end
    
    
        
   %% At the end of the cued item test, we will either:
   
   % (i) present  an "Thank you" audio, to finish the trial
   % (ii) cue the uncued item

    if testinguncued
        second_aud=(audcue{uncue})';
        trigger_ready_2=trigger_retrocue_2; % If we test the uncued, the trigger will be retrocued_2
    else
        second_aud=(audthanks{1})';
        trigger_ready_2= trigger_thanks; % If we DO NOT test the uncued, the trigger will be trigger_thanks (thanks messages after testing the cued item)

    end

    
    % Screen priority
    Priority(MaxPriority(window1));
    Priority(2);
    
    % Show fixation cross
    
    drawDot(window1,W,H,barColor);
    startTime = Screen('Flip', window1);
    Onset_retrocue_2 = startTime-ExpStart; %Onset
    press_trigger(trigger_ready_2,TB,triggers_on);
    press_eyelink_trigger(trigger_ready_2,eyetracking)
    
%     WaitSecs(fbaudiogap)
   
 
%  Presenting retro cue with audio

        % PLAY SOUND (here trig is a sound signal)
        % 1) fill the buffer
        PsychPortAudio('FillBuffer', pahandle,second_aud);
        % 2) play it
        PsychPortAudio('Start', pahandle, repetitions, startCue);

        % 3) Stop when it's done playing
        PsychPortAudio('Stop', pahandle,1);  
        
        
    
   %%  If there is a TEST for the  UNCUED item
    
    
    if testinguncued
    
    %% Showing the Pings
    
 if pingsareon %If PINGS are ON

    
    for pings=1:size(oddpingpos_2,2) %How many pings
               
        
        %In this example the oddball will be a different color for the
        %text
        
        if oddpingpos_2(pings)==1
            rectColor_s=rectColor_odd;
            trigger_ping_selected=trigger_odd_ping_2
        else
            rectColor_s=rectColor;
            trigger_ping_selected=trigger_ping_2
        end
               
        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        Screen(window1, 'FillRect', backgroundColor);
        drawDot(window1,W,H,barColor);
        tFixation = Screen('Flip', window1);
        
        %Duration of fix cross is based on "pausvec" 
        
        Screen(window1, 'FillRect', backgroundColor);
        Screen('Flip', window1, tFixation + (pausvec_2(pings)/1000)- slack,0) %Adding between 0 and 1 second randomly to the minimum for the fixation duration
                
            
            Screen('FillOval', window1, rectColor_s{1}, centeredRect1, maxDiameter1);
            Screen('FillOval', window1, rectColor_s{2}, centeredRect2, maxDiameter2);
            Screen('FillOval', window1, rectColor_s{3}, centeredRect3, maxDiameter3);
            Screen('FillOval', window1, rectColor_s{4}, centeredRect4, maxDiameter4);
            Screen('FillOval', window1, rectColor_s{5}, centeredRect5, maxDiameter5);
            
            drawDot(window1,W,H,barColor); %Fixcross on top
            
     
        
        
        pingfixated_2(pings)=0; %eye centered
        if eyetracking==1 % Before 'Flip' check whether the eyes are well fixated to change the trigger id
            
            pingfixated_2(pings) = gazeoff(W,H,fixtrh,gazeofftimelim,0);

            
            
            if  pingfixated_2(pings)
                                                        
                    Screen('TextSize',window1,40);
                    DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
            end
        end

        
         % Flip to the screen
        startTime = Screen('Flip', window1);
        
        tdel=press_trigger(trigger_ping_selected,TB,triggers_on);
        press_eyelink_trigger(trigger_ping_selected,eyetracking)

        Onset_ping_2(pings) = startTime-ExpStart;
        startout=[];

        
        while GetSecs - startTime < ((pilth/1000)-tdel- slack)
            
                   if eyetracking==1
                       
                       nnf(1) = gazeoff(W,H,fixtrh,gazeofftimelim,0);
                       if nnf(1)==0
                           continue
                           
                       end
                       
                       startout=[startout GetSecs];
                       
                       if startout(end)-startout(1)>gazeofftimelim %pingfixated(1) %Eyes not fixated!
                           pingfixated_2(pings)=1;
                           Screen('TextSize',window1,40);
                           DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
                           startTimeFiXM =Screen('Flip', window1)
                           
                       end
                       
                   end      
        end
             
        
    end
    
 else %If PINGS are off
     
      startout=[];
     
      % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        Screen(window1, 'FillRect', backgroundColor);
        drawDot(window1,W,H,barColor);
        startTimeA = Screen('Flip', window1); 

        
               while GetSecs - startTimeA < ((delth_2/1000)-(pausvec_2(end)/1000)- slack) % During the time of the delay period
                   
                   
                   if eyetracking==1
                       
                       nnf(1) = gazeoff(W,H,fixtrh,gazeofftimelim,0);
                       if nnf(1)==0
                           continue
                           
                       end
                       
                       startout=[startout GetSecs];
                       
                       if startout(end)-startout(1)>gazeofftimelim %pingfixated(1) %Eyes not fixated!
                           pingfixated_2(1)=1;
                           Screen('TextSize',window1,40);
                           DrawFormattedText(window1, 'FIXATE!', 'center', 'center', [200 0 0]);
                           startTimeFiXM =Screen('Flip', window1)
                           
                       end
                       
                   end
                   
        
           end 
 end

%%
    
    if type_of_task==1
        
        acc_trial_concrete_uncued=NaN;
        OnsetResp_uncued=0;
        rt_resp_concrete_uncued = 0;
        resp_text_uncued = 0;
        resp_uncued = 'No_Response'; %Just in case we don't have response
        rotationAngle_test=object_test_rot_uncued;
        finalrot_concrete_uncued=NaN;
        
        % Screen priority
        Priority(MaxPriority(window1));
        Priority(2);
        
        % Show fixation cross
        
        drawDot(window1,W,H,barColor);
        tFixation = Screen('Flip', window1);
        
        Screen(window1, 'FillRect', backgroundColor);
        Screen('Flip', window1, tFixation + (pausvec_2(end)/1000)- slack,0) %Adding between 0 and 1 second randomly to the minimum for the fixation duration
        
        % Show Object
        
        Screen('TextSize',window1,18);
        DrawFormattedText(window1, 'Press <- or -> to CHOOSE the right direction', 'center', (H/4.5), textColor);
        Screen('DrawTexture', window1, objectDisplay_test_uncued, [], pos_ot,rotationAngle_test);
        startTime_test = Screen('Flip', window1); % Start of trial
        press_trigger(trigger_object_concrete_uncued,TB,triggers_on);
        press_eyelink_trigger(trigger_object_concrete_uncued,eyetracking)

        Onset_object_pt_uncued = startTime-ExpStart; %Onset
        Onset_test_uncued = startTime_test-ExpStart; %Onset

        responsetimeout=0;
        
        stop=1;
        
        
        while stop % GetSecs - startTime < objectTimeout
            
            [keyIsDown,secs,keyCode] = KbCheck;
             % ESC key quits the experiment
            if keyCode(KbName('Q')) == 1
               
                endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)

            end
            respTime = GetSecs;
            pressedKeys = find(keyCode);
            
            % Check for response keys
            if ~isempty(pressedKeys)
                for i = 2:3
                    if KbName(responseKeys{i}) == pressedKeys(1)
                        resp_uncued = responseKeys{i};
                        rt_resp_concrete_uncued= respTime - startTime_test;
                        OnsetResp_uncued = GetSecs - ExpStart;
                        
                        if keyCode(KbName('RightArrow')) == 1
                            press_trigger(trigger_right_key,TB,triggers_on);
                            press_eyelink_trigger(trigger_right_key,eyetracking)

                        elseif keyCode(KbName('LeftArrow')) == 1
                            press_trigger(trigger_left_key,TB,triggers_on);
                            press_eyelink_trigger(trigger_left_key,eyetracking)

                        end
                        
                        break
                        
                    end
                end
            end
            
            if rt_resp_concrete_uncued > 0
                stop=0;
                break
            elseif (GetSecs - startTime_test > concreteTimeout- slack)
                stop=0;
                responsetimeout=1;
            end
        end
        
        % Showing the move
        
            if keyCode(KbName('RightArrow')) == 1
                
                   Screen('TextSize',window1,18);
                   DrawFormattedText(window1, 'Press <- or -> to CHOOSE the right direction', 'center', (H/4.5), textColor);
                   Screen('DrawTexture', window1, objectDisplay_test_uncued, [], pos_ot,rotationAngle_test+distrot/contestdif);
                   startTime = Screen('Flip', window1); % Start of trial
                   Onset_object_pt = startTime-ExpStart; %Onset
                   
                finalrot_concrete_uncued=rotationAngle_test+distrot/contestdif;
                   
            end
            
            if keyCode(KbName('LeftArrow')) == 1
                
                Screen('TextSize',window1,18);
                DrawFormattedText(window1, 'Press <- or -> to CHOOSE the right direction', 'center', (H/4.5), textColor);
                Screen('DrawTexture', window1, objectDisplay_test_uncued, [], pos_ot,rotationAngle_test-distrot/contestdif);
                startTime = Screen('Flip', window1); % Start of trial
                Onset_object_pt = startTime-ExpStart; %Onset
                
                finalrot_concrete_uncued=rotationAngle_test-distrot/contestdif;
              
            end
        
                WaitSecs(fbrespcon- slack)
                
                
                %% Feedback Concrete using images
                
         %Obtaining right answer
        
         if responsetimeout
             fb_message= (['Try to respond faster'])
             acc_trial_concrete_uncued=2;
             textColor_fb=[255 0 0]
                 
         else
             degdiff=angdiff(deg2rad(object_uncued_rot),deg2rad(object_test_rot_uncued)); % angular difference
             degdiff=rad2deg(degdiff)
             if  degdiff<0
                 corr_r='R'
             else
                 corr_r='L'
             end
             
             %Preparing FB message
             if resp_uncued(1)==corr_r
                 fb_message = 'correct'
                 accuracy_con=[accuracy_con 1];
                 acc_trial_concrete_uncued=1;

                 objectDisplay_fb=objectDisplay_test_green;
                 textColor_fb=[0 255 100]
                 
             else
                 fb_message = 'incorrect'
                 accuracy_con=[accuracy_con 0];
                 acc_trial_concrete_uncued=0;
                 objectDisplay_fb=objectDisplay_test_red;
                 textColor_fb=[255 0 0]
                 
                 
             end
             
         end
         
        Screen('TextSize',window1,20);
        DrawFormattedText(window1, fb_message, 'center', (H/4.5), textColor_fb);
        Screen('DrawTexture', window1, objectDisplay_test_uncued,[], pos_ot,object_uncued_rot,1,0.9);

        startTime=Screen('Flip', window1); % Start of feedback 
        Onset_feedback_uncued = startTime-ExpStart; %Onset
        press_trigger(trigger_feedback_uncued,TB,triggers_on); 
        press_eyelink_trigger(trigger_feedback_uncued,eyetracking)


        
        WaitSecs(fbtimeoutcon- slack)
        
           %% At the end of trial we present  an "Thank you" audio, to finish the trial

    
    second_aud=(audthanks{1})';

    
    % Screen priority
    Priority(MaxPriority(window1));
    Priority(2);
    
    % Show fixation cross
    
    drawDot(window1,W,H,barColor);
    startTime = Screen('Flip', window1);
    Onset_thanks_uncued = startTime-ExpStart; %Onset
    press_trigger(trigger_thanks_2,TB,triggers_on);
    press_eyelink_trigger(trigger_thanks_2,eyetracking)
    
    WaitSecs(fbaudiogap)

%  Presenting retro cue with audio

        % PLAY SOUND (here trig is a sound signal)
        % 1) fill the buffer
        PsychPortAudio('FillBuffer', pahandle, second_aud);
        % 2) play it
        PsychPortAudio('Start', pahandle, repetitions, startCue);

        % 3) Stop when it's done playing
        PsychPortAudio('Stop', pahandle,1);  


    end
        
    end
    %% Updating outputfile   
          
    %Info to include (related to trial)
    
    pingsareon; %Ping on/off
    block;
    testinguncued; 
    
    object_1_id;
    object_2_id;
    
    file_object_1; %name of the file
    file_object_2;

    object_1_rot;
    object_2_rot;
    
    object_1_fixated;
    object_2_fixated;
    
    cue;
    uncue;
    
    object_cue_id;
    object_cue_rot;
    
    object_uncued_id;
    object_uncued_rot;
    
    type_of_task=sequence(trial,7); %1=concrete and 2=abstract
    
    total_of_pings= length(oddpingpos); %sequence of pings (1== oddball)
    position_odd_pings= find(oddpingpos==1);
    pingfixated;

    object_test_id;
    object_test_rot;
    
    total_of_pings_2= length(oddpingpos_2); %sequence of pings (1== oddball)
    position_odd_pings_2= find(oddpingpos_2==1);
    pingfixated_2;
   
    object_test_id_uncued;
    object_test_rot_uncued;
    
    %Info to include (related to partipants' response)

    if type_of_task==2
        trigger_object_concrete=NaN;
        rt_resp_concrete =NaN;
        acc_trial_concrete =NaN; %0== Incorrect, 1== Correct; 2== No response/too slow)
        finalrot_concrete =NaN;% final rotation for concrete task
    elseif type_of_task==1
        trigger_object_abstract=NaN;
        rt_resp_abstract_ini=NaN
        rt_resp_abstract =NaN;
        acc_trial_abstract =NaN; % Percentage; NaN == No response/too slow)
        rotationAngle_test =NaN; % final rotation for abstract task        
    end
    
    if testinguncued ==0
        
    resp_uncued = NaN;
    trigger_object_concrete_uncued = NaN;
    rt_resp_concrete_uncued = NaN;
    acc_trial_concrete_uncued = NaN; %0== Incorrect, 1== Correct; 2== No response/too slow)
    finalrot_concrete_uncued = NaN;% final rotation for concrete task
    
    Onset_test_uncued= NaN;
    OnsetResp_uncued = NaN;
    Onset_feedback_uncued=NaN;
    Onset_thanks_uncued = NaN;
    
    end
    
% Time Onsets - A temporal list 
    
Onset_object_1; %Object 1
Onset_object_2;%Object 2
Onset_retrocue;%Retro cue
Onset_taskcue=NaN;%Task cue. Nothing here in this task.
Onset_ping; %List the ping onset
Onset_test;%Test on screen
OnsetResp; %Response onset for the cued test
Onset_feedback;%Feedback
Onset_retrocue_2; % Important: this can be retrocue for uncued or a thank message
Onset_ping_2; %List the ping onset (second delay)
Onset_test_uncued; %Test for the uncued on screen (only if tested)
OnsetResp_uncued; %Response onset for the uncued test (only if tested)
Onset_feedback_uncued; %FB for the uncued on screen (only if tested)
Onset_thanks_uncued; 

% For the bonus system

if maxiblock==4
    bon_acc_concrete(trial)=acc_trial_concrete;
    bon_acc_abstract(trial)=acc_trial_abstract;
end

% Save the null trials for a

if nansum([pingfixated(:); pingfixated_2(:); object_1_fixated; object_2_fixated])>0&&repnonfixtrial
    if practice==0
    sequencenull=[sequencenull; sequence(trial,:)]
    if size(sequencenull,1)>48
%         fixtrh=35;
    end
    end
end

if maxiblock==5
  blocknulrep=1;
else
  blocknulrep=0;
end
    %% Saving data to outputfile
    
    % Set up the output file (this output is for info related with the
% presention of room-object association and word tasks)

% resultsFolder = 'outputfiles';
% outputfile = fopen([resultsFolder '/resultfile_' num2str(subID) '.txt'],'a');
%    fprintf(outputfile, 'task_version\t date\t subID\t sub_gender\t sub_age\t block_number\t trial\t object_1_name\t object_1_id\t object_1_rot\t object_2_name\t object_2_ID\t object_2_rot\t retro_cue\t object_cue_id\t object_cue_rot\t type_of_task\t type_of_ings\t position_odd_pings\t object_test_name\t object_test_id\t object_test_rot\t rt_resp_concrete\t acc_trial_concrete\t final_rot_concrete\t rt_resp_abstract_first_key\t rt_resp_abstract\t acc_trial_abstract\t final_rot_abstract\t onset_object_1\t onset_object_2\t onset_retrocue\t onset_taskcue\t onset_test\t onset_feedback\t onset_ping_1\t onset_ping_2\t onset_ping_3\t onset_ping_4\t onset_ping_5\t onset_ping_6\t onset_ping_7\t onset_ping_8\t onset_ping_9\t onset_ping_10\t trigger_object_1\t trigger_object_2\t trigger_retrocue_1\t trigger_taskcue\t trigger_object_concrete\t trigger_object_abstract\t colorset_pins\n');                                                   

if pingsareon %if we are using pings the outputfile will be more detailed
% Save results to file
           fprintf(outputfile,   '%s\t           %s\t       %s\t    %s\t     %d\t    %d\t      %d\t         %s\t        %d\t         %d\t            %s\t            %d\t            %d\t            %d\t             %d\t            %d\t            %d\t       %d\t               %d\t                         %d\t       %d\t                %d\t                     %d\t             %d\t                   %d\t                             %s\t               %d\t            %d\t                   %s\t                         %d\t                       %d\t                                 %f\t                %d\t                %f\t                  %f\t                     %d\t                        %f\t                           %d\t                                      %f\t               %f\t             %f\t         %f\t              %f\t       %f\t                   %f\t        %f\t              %f\t                 %f\t                            %f\t                  %f\t                                %f\t          %f\t           %f\t           %f\t           %f\t           %f\t              %f\t           %f\t                %f\t            %f\t                         %d\t                  %d\t                  %d\t            %d\t                    %d\t                   %d\t                %d\t            %d\t        %d\t             %d\t             %d\t         %d\t            %d\t            %d\t             %d\t              %d\t           %d\t               %d\t               %d\t          %d\t            %d\n',...
                                taskversion,   today,     subID,   gender,   age,    block,   trial,   file_object_1, object_1_id, object_1_rot,  file_object_2,  object_2_id , object_2_rot,        cue,      object_cue_id,    object_cue_rot,    uncue,    object_uncued_id, object_uncued_rot,         type_of_task,  total_of_pings, position_odd_pings,     total_of_pings_2,   position_odd_pings_2,     pingsareon,                      file_object_t,   object_test_id,  object_test_rot,       file_object_t_uncued,   object_test_id_uncued,  object_test_rot_uncued,                rt_resp_concrete, acc_trial_concrete,   finalrot_concrete,      rt_resp_concrete_uncued, acc_trial_concrete_uncued, finalrot_concrete_uncued,       testinguncued,                              Onset_object_1,   Onset_object_2,  Onset_retrocue,  Onset_taskcue, Onset_test, OnsetResp,            Onset_feedback, Onset_retrocue_2, Onset_test_uncued,OnsetResp_uncued,          Onset_feedback_uncued,Onset_thanks_uncued,                  Onset_ping(1), Onset_ping(2), Onset_ping(3), Onset_ping(4), Onset_ping(5), Onset_ping_2(1), Onset_ping_2(2), Onset_ping_2(3), Onset_ping_2(4),Onset_ping_2(5),         trigger_object_1,    trigger_object_2,   trigger_retrocue, trigger_taskcue,   trigger_object_concrete,  trigger_object_abstract,    pingcolorset,     practice,    righthanded,    pingfixated(1),pingfixated(2),pingfixated(3),  pingfixated(4),  pingfixated_2(1), pingfixated_2(2),  pingfixated_2(3),pingfixated_2(4),   object_1_fixated,  object_2_fixated,blocknulrep,    fixtrh);
else
    % Save results to file
           fprintf(outputfile,   '%s\t           %s\t       %s\t    %s\t     %d\t    %d\t      %d\t         %s\t        %d\t         %d\t            %s\t            %d\t            %d\t            %d\t             %d\t            %d\t            %d\t       %d\t               %d\t                         %d\t                      %d\t                             %s\t               %d\t            %d\t                   %s\t                         %d\t                       %d\t                                 %f\t                %d\t                %f\t                  %f\t                     %d\t                        %f\t                           %d\t                                      %f\t               %f\t             %f\t         %f\t              %f\t       %f\t                   %f\t        %f\t              %f\t                 %f\t                            %f\t                  %f\t                                                       %d\t                  %d\t                  %d\t            %d\t                    %d\t                   %d\t                     %d\t        %d\t             %d\t            %d\t                   %d\t               %d\t          %d\t             %d\n',...
                                taskversion,   today,     subID,   gender,   age,    block,   trial,   file_object_1, object_1_id, object_1_rot,  file_object_2,  object_2_id , object_2_rot,        cue,      object_cue_id,    object_cue_rot,    uncue,    object_uncued_id, object_uncued_rot,         type_of_task,                  pingsareon,                      file_object_t,   object_test_id,  object_test_rot,       file_object_t_uncued,   object_test_id_uncued,  object_test_rot_uncued,                rt_resp_concrete, acc_trial_concrete,   finalrot_concrete,      rt_resp_concrete_uncued, acc_trial_concrete_uncued, finalrot_concrete_uncued,       testinguncued,                              Onset_object_1,   Onset_object_2,  Onset_retrocue,  Onset_taskcue, Onset_test, OnsetResp,            Onset_feedback, Onset_retrocue_2, Onset_test_uncued,OnsetResp_uncued,          Onset_feedback_uncued,Onset_thanks_uncued,                                          trigger_object_1,    trigger_object_2,   trigger_retrocue, trigger_taskcue,   trigger_object_concrete,  trigger_object_abstract,       practice,    righthanded,    pingfixated(1),  pingfixated_2(1),   object_1_fixated,  object_2_fixated,blocknulrep,    fixtrh);

end
 
    
    %%
%
%     p1_name = stimuli_info.Item_Name(sequence_of_n_back(t,1),:);
%
%              % Save results to file
%            fprintf(outputfile,'%s\t %s\t %d\t %f\t %f\n' ,...
%                       today, p1_name, rt_catch, Onset_object_p1,OnsetResp);
%
% fprintf(outputfile, 'date\t  object_name\t rt_resp_concreteonse\t Onset_object\t Onset_response\n');

    
    %% Interblock MESSAGE
    
if block~=next_trial_block
    
ddo=block/nblocks

baseRect = [0 0 W/4 W/32];
baseRect_done = [0 0 (W/4)*ddo W/32];

rectColorBase = [100 100 100];
rectColor_done = [0 200 10];

centeredRect = CenterRectOnPointd(baseRect, xCenter, yCenter);
centeredRect_done = centeredRect;
trd=centeredRect(1)+((centeredRect(3)-centeredRect(1))*ddo);
centeredRect_done(3)=trd;

% Draw the square to the screen. For information on the command used in
% this line see Screen FillRect?
Screen('FillRect', window1, rectColorBase, centeredRect);
Screen('FillRect', window1, rectColor_done, centeredRect_done);

Screen('TextSize',window1,18);
msg=['Great! You finished the ',num2str(ddo*100),' % of the task'];
DrawFormattedText(window1, msg, 'center', (H/2.5), textColor);
DrawFormattedText(window1, ['Accuracy: ' num2str(mean(accuracy_con)*100)], 'center', (H/4.5), textColor);
DrawFormattedText(window1, '[Press the space bar to continue]', 'center', (H/1.5), textColor);
overviewTime = Screen('Flip',window1)-ExpStart; % first screen time
Screen('TextSize',window1,40);

% Wait for subject to press spacebar
while 1
    [keyIsDown,secs,keyCode] = KbCheck;
    if keyCode(KbName('space'))==1
        break
    elseif keyCode(KbName('Q'))==1
        endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)
    end
    
end

 % Counter for interblock message accuracy
    accuracy_con= [];
    accuracy_abs= [];
    


end
end

    end

%%
%% FINAL MESSAGE

if practice
    msg=['Great! You finished the practice blocks'];  
else 
    msg=['Great! You finished ',num2str(block),' of ', num2str(nblocks), ' blocks'];
end

Screen('TextSize',window1,18);
DrawFormattedText(window1, msg, 'center', (H/4.5), textColor);
DrawFormattedText(window1, '[Press the space bar to continue]', 'center', (H/1.5), textColor);
overviewTime = Screen('Flip',window1)-ExpStart; % first screen time
Screen('TextSize',window1,40);

% Wait for subject to press spacebar
while 1
    [keyIsDown,secs,keyCode] = KbCheck;
    if keyCode(KbName('space'))==1
        break
    end
end

%% BONUS

if practice==0
    
    msg= ['We will take 5 random trials of each task (new/same object).'];
    msg2= ['If your accuracy is >= 60% you will get a bonus payment.']
    
    Screen('TextSize',window1,18);
    DrawFormattedText(window1, msg, 'center', (H/4.5), textColor);
    DrawFormattedText(window1, msg2, 'center', 'center', textColor);
    
    DrawFormattedText(window1, '[Press the space bar to continue]', 'center', (H/1.5), textColor);
    overviewTime = Screen('Flip',window1)-ExpStart; % first screen time
    Screen('TextSize',window1,40);
    
    WaitSecs(1);

    % Wait for subject to press spacebar
    while 1
        [keyIsDown,secs,keyCode] = KbCheck;
        if keyCode(KbName('space'))==1
            break
        end
    end
      
    WaitSecs(2);
    
    toi=~isnan(bon_acc_concrete);
    bonnac=bon_acc_concrete(toi);
    gg=randperm(length(bonnac));
    bonusfinconcrete=mean(bonnac(gg(1:5))==1);
    
%     toi=~isnan(bon_acc_abstract);
%     bonnac=bon_acc_abstract(toi);
%     gg=randperm(length(bonnac));
%     bonusfinabstract=mean(bonnac(gg(1:5)));
    
    msg= ['Accuracy: ' num2str(bonusfinconcrete*100) ' %'];
    
    
    if bonusfinconcrete>=.60%&bonusfinabstract>=80
        msg2=['Congrats! You got the bonus payment'];
    else
        msg2=['Unfortunately you did not get the bonus payment"'];
    end
    
    Screen('TextSize',window1,18);
    DrawFormattedText(window1, msg, 'center', (H/4.5), textColor);
    DrawFormattedText(window1, msg2, 'center', 'center', textColor);
    
    DrawFormattedText(window1, '[Press the space bar to finish]', 'center', (H/1.5), textColor);
    overviewTime = Screen('Flip',window1)-ExpStart; % first screen time
    Screen('TextSize',window1,40);
    
    % Wait for subject to press spacebar
    while 1
        [keyIsDown,secs,keyCode] = KbCheck;
        if keyCode(KbName('space'))==1
            break
        end
    end
end
    WaitSecs(1);


%% END

endexperiment(window1,pahandle,outputfile,triggers_on,TB,trigger_beginning_end,eyetracking,edfFile)

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%% Subfunctions
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%% End the experiment
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 function endexperiment(window1,pahandle,outputfile, triggers_on,TB,ti,eyetracking,edfFile)
 
 if triggers_on
     
     % ti is the trigger id
     % Set the port to zero state 0
     IOPort('Write', TB, uint8(0),0);
     WaitSecs(0.005)
     % Set Bit 0 (Pin 2 of the Output(to Amp)
     IOPort('Write', TB, uint8(ti),0);
     % Wait 2ms and reset the port to zero state
     WaitSecs(0.005)
     IOPort('Write', TB, uint8(0),0);
     WaitSecs(0.005)
     
     
     % Then disconnect/close the serial port object from the serial port
     IOPort('Close', TB);
 end
 
 
 if eyetracking==1
     
     % mark zero-plot time in data file
     mel=num2str(ti)
     Eyelink('Message', mel);
     
     
     % STEP 8
     % finish up: stop recording eye-movements,
     % close graphics window, close data file and shut down tracker
     Eyelink('StopRecording');
     Eyelink('CloseFile');
     Eyelink('ReceiveFile',edfFile, ['data_eyelink/' edfFile])
     Eyelink('Shutdown');
     
 end
 
% Close audio settings (pahandle)
PsychPortAudio('Close', pahandle);        
RestrictKeysForKbCheck([]);
fclose(outputfile);
Screen(window1,'Close');
close all
sca;
return

 end
  
%% Detecting a that gaze is non-centered
 
function [isoff]= gazeoff(W,H,fixtrh,gazeofftimelim,wentout)

isoff=0;

if Eyelink( 'NewFloatSampleAvailable') > 0
    evt = Eyelink( 'NewestFloatSample');
    
    if abs(round(evt.gx(1))-(W/2))>fixtrh|abs(round(evt.gy(1))-(H/2))>fixtrh %Eyes NOT fixated!
        startout=GetSecs;
        wentout=1;
        isoff=1; %eye not centered
        return
    end    
end
end
%% Detecting a that gaze is centered

function [isin]= gazein(W,H,fixtrh,gazeofftimelim,wentout)

isin=0;

if Eyelink( 'NewFloatSampleAvailable') > 0
    evt = Eyelink( 'NewestFloatSample');
    
   if abs(round(evt.gx(1))-(W/2))<= fixtrh|abs(round(evt.gy(1))-(H/2))<= fixtrh %Eyes NOT fixated!
        isin=1; %eye centered
        return

   end
   
end
end
 
%% Draw a fixation cross (overlapping horizontal and vertical bar)
function drawCross(window,W,H,barColor)

if nargin==3
    barColor = [0 0 0];
end

barLength = 16; % in pixels
barWidth = 2; % in pixels
%0.5; % number from 0 (black) to 1 (white)
Screen('FillRect', window, barColor,[ (W-barLength)/2 (H-barWidth)/2 (W+barLength)/2 (H+barWidth)/2]);
Screen('FillRect', window, barColor,[ (W-barWidth)/2 (H-barLength)/2 (W+barWidth)/2 (H+barLength)/2]);

end

%% Draw a fixation DOT (overlapping horizontal and vertical bar)
function drawDot(window,W,H,barColor)

if nargin==3
    barColor = [0 0 0];
end

barLength = 8; % in pixels
barWidth = 8; % in pixels
%0.5; % number from 0 (black) to 1 (white)

Screen('FillOval', window, barColor, [(W-barLength)/2 (H-barWidth)/2 (W+barLength)/2 (H+barWidth)/2]); 

end


% Screen(???DrawDots???, windowPtr, xy [,size] [,color] [,center] [,dot_type][, lenient]);
%% Doing the timing job for delay between encoding (last item) and test

function pausvec=pingT(npings,nodd,delth,pilth,minipi,maxsend,minstart)

pausvec=NaN(1,npings+1);
pausvec(1)=randsample(minstart:maxsend,1);       % pause before first ping (<minipi) % JLD edited
pausvec(end)=randsample(minipi+pilth:maxsend,1); % pause after last ping  (>pilth, <minipi) % JLD edited

for p=2:npings-1
    tleft=delth-nansum(pausvec);     % time left
    pleft=npings-p;                  % #pings left
    maxipi=tleft-pleft*minipi;       % max inter-ping-interval
    pausvec(p)=randsample(minipi:maxipi,1); % pseudo-random pause length
end
pausvec(end-1)=delth-nansum(pausvec);% allocate remaining time left
% shorten post-ping time by ping lenghts (already done for last one)
pausvec(2:end)=pausvec(2:end)-pilth;

% do another permute to be sure:
pausvec=pausvec([1 randperm(npings-1)+1 npings+1]);

if sum(pausvec)~=delth-pilth*npings
    error('ping time assignment error')
end

end

%% Trigger functions

function tdel=press_trigger(ti,TB,triggers_on)
c=tic;
if triggers_on
         % ti is the trigger id
         % Set the port to zero state 0
         IOPort('Write', TB, uint8(0),0);
         WaitSecs(0.005)
         % Set Bit 0 (Pin 2 of the Output(to Amp)
         IOPort('Write', TB, uint8(ti),0);      
         % Wait 2ms and reset the port to zero state
         WaitSecs(0.005)
         IOPort('Write', TB, uint8(0),0);
         WaitSecs(0.005)

end
tdel=toc(c);
end 

function press_eyelink_trigger(ti,eyetracking)
 if eyetracking==1
            % mark zero-plot time in data file
            mel=num2str(ti)
            Eyelink('Message', mel);
 end   
end

%% Showing slides
function showingslides(imgList_in,imageFolder_in,window1,W,H,backgroundColor,responseKeys)
imtotal = 1:size(imgList_in,2)
t=1
ttrue=1;
while ttrue==1
                                                    
                          % Load image
                          file_in = imgList_in{t};
                          img_in = imread(fullfile(imageFolder_in,file_in));
                          imageDisplay_in = Screen('MakeTexture', window1, img_in);
                          
                          % Calculate image position (center of the screen)
                          
                          rat=(W/size(img_in,2))*.7;
                          
                          
                          imageSize = size(img_in)*rat;
                          pos = [(W-imageSize(2))/2 (H-imageSize(1))/2 (W+imageSize(2))/2 (H+imageSize(1))/2];
                          
                          % Screen priority
                          Priority(MaxPriority(window1));
                          Priority(2);                 
                          
                          % Show the images
                          Screen(window1, 'FillRect', backgroundColor);
                          Screen('DrawTexture', window1, imageDisplay_in, [], pos);
                          startTime = Screen('Flip', window1); % Start of trial
                          
                          % Get keypress response
                          rt = 0;
                          resp = 0;
                          while 1
                              [keyIsDown,~,keyCode] = KbCheck;
                              respTime = GetSecs;
                              pressedKeys = find(keyCode);
                              
                              % ESC key quits the experiment
                              if keyCode(KbName('Q')) == 1
                                  clear all
                                  close all
                                  sca
                                  return;
                              end
                              
                              % Check for response keys
                              if ~isempty(pressedKeys)
                                  for i = 1:length(responseKeys)
                                      if KbName(responseKeys{i}) == pressedKeys(1)
                                          resp = responseKeys{i};
                                          rt = respTime - startTime;
                                      end
                                  end
                              end
                              
                              % Exit loop once a response is recorded. Delete that to keep the
                              % image after the response
                              
                              if keyCode(KbName('RightArrow'))==1
                                  t=t+1;
                                  break;
                              elseif keyCode(KbName('LeftArrow'))==1&t>1;
                                  t=t-1;
                                  break
                              end
                              
                          end
                             WaitSecs(1);                      
                          % Clear textures
                          Screen(imageDisplay_in,'Close');
                          if t>imtotal;
                              ttrue=0;
                        end
                          
end
end