Figure 3 - Source Data 5 Number of trials to switch, from original data vs from Model 1 simulated data (each row contains data from one animal) Original Data Model 01 Simulation 7.39923468916003 11.3245877228046 6.03372405219539 6.22929872826261 6.62112050367176 7.52090497929668 5.84705234974486 5.94858222278531 4.25931887919034 4.27962850989194 5.02139447949771 4.8438344597947 5.91550845745587 6.00215934768365 9.07245267629446 13.9637231161659 6.97600825230148 7.45569514267051 6.95729123872509 6.67865374486388 ________________________________________________________________________________________________________________________________________________________ Number of trials to switch, from original data vs from Model 4 simulated data (each row contains data from one animal) Original Data Model 04 Simulation 7.39923468916003 8.99494794417765 6.03372405219539 7.07631137683904 6.62112050367176 5.29880338571599 5.84705234974486 5.69728730404445 4.25931887919034 3.51036127557195 5.02139447949771 5.17888915963034 5.91550845745587 4.7594114610107 9.07245267629446 10.213802650472 6.97600825230148 7.01527748911074 6.95729123872509 7.94107688740294 ____________________________________________________________________________________________________________________________________________________________________________________ Estimated decision boundary, from original data vs from Model 1 simulated data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Simulated Simulated Simulated Simulated Simulated Simulated Simulated Simulated Simulated Simulated Low Bound 0.0894290276420498 0.0855295642440753 0.0863112245162851 0.0825022914442471 0.090087578026269 0.0914294657485377 0.0885915555838571 0.0927332160731517 0.0896183515583537 0.0847020090779371 0.0704593023333513 0.0735893601066899 0.0763905505870383 0.0755845930627722 0.0721050942400642 0.0732150983167748 0.0741224305599651 0.0763122778207799 0.0726441281874109 0.0796890329516581 High Bound 0.114288725906905 0.106975253289227 0.10836081090206 0.111496551922457 0.127574421076133 0.112199488184853 0.106618965926175 0.128706872889609 0.115299806745739 0.107274791338648 0.121214063666246 0.126960621436348 0.120562571585076 0.113435962955624 0.119715096678543 0.127178878763371 0.115238923986821 0.116940859078439 0.114774973176681 0.112435770885119 ________________________________________________________________________________________________________________________________________________________ Estimated decision boundary, from original data vs from Model 4 simulated data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Original Data Simulated Simulated Simulated Simulated Simulated Simulated Simulated Simulated Simulated Simulated Low Bound 0.0894290276420498 0.0855295642440753 0.0863112245162851 0.0825022914442471 0.090087578026269 0.0914294657485377 0.0885915555838571 0.0927332160731517 0.0896183515583537 0.0847020090779371 0.0793837761102411 0.0732014481517123 0.0769103197082878 0.072419699464905 0.0735758441598281 0.0751478688004131 0.0768034538179662 0.0746099576706377 0.0732484478970645 0.0797174294313284 High Bound 0.114288725906905 0.106975253289227 0.10836081090206 0.111496551922457 0.127574421076133 0.112199488184853 0.106618965926175 0.128706872889609 0.115299806745739 0.107274791338648 0.122483218214876 0.12789635024568 0.121348400711658 0.117583864143235 0.122969548170051 0.117668983990387 0.11731358554426 0.116837232826359 0.127349835396576 0.105288297582813 ________________________________________________________________________________________________________________________________________________________ Original Data, Average correct rate for different stimulus in low boundary block. First row contains stimuli farthest from reversing stimulus (SF1£¬SF7), second row contains SF2¡¢SF6,third row contains SF3¡¢SF5¡£ Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency 94.7611710323575 89.5615866388309 91.005291005291 90.8835904628331 95.0963222416813 93.0320150659134 97.5409836065574 93.7042459736457 94.4012441679627 95.4813359528487 95.6521739130435 97.0588235294118 95.3488372093023 98.1481481481482 100 100 100 100 100 100 100 91.8918918918919 95 88.6792452830189 95.5555555555556 82.5 97.2222222222222 92.3076923076923 93.6170212765958 95 97.8723404255319 100 97.6744186046512 100 100 100 97.2972972972973 94 100 94.5945945945946 92.156862745098 80.5555555555556 86.6666666666667 75.9259259259259 93.1818181818182 88.8888888888889 97.2972972972973 91.6666666666667 95.8333333333333 89.4736842105263 92.156862745098 97.1428571428571 88.0952380952381 94.4444444444444 97.6190476190476 100 97.2972972972973 96.2962962962963 97.8723404255319 89.1891891891892 ________________________________________________________________________________________________________________________________________________________ Original Data, Average correct rate for different stimulus in high boundary block. First row contains stimuli farthest from reversing stimulus (SF1£¬SF7), second row contains SF2¡¢SF6,third row contains SF3¡¢SF5¡£ High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency 97.5 100 100 100 100 100 100 97.6190476190476 100 97.6190476190476 92.5217391304348 93.5897435897436 88.4826325411335 93.3431952662722 96.1303462321792 95.1219512195122 97.2911963882619 95.1351351351351 96.4396284829721 96.1325966850829 100 100 97.6744186046512 100 97.2222222222222 97.5 100 100 100 100 97.7272727272727 97.0588235294118 93.0232558139535 91.8367346938776 97.2972972972973 97.4358974358974 96.875 90.4761904761905 95.7446808510638 94.5945945945946 100 100 95 95.9183673469388 100 100 100 100 100 97.3684210526316 70.7317073170732 73.5294117647059 73.1707317073171 63.265306122449 52.7777777777778 74.3589743589744 91.1764705882353 56.0975609756098 77.0833333333333 78.0487804878049 ________________________________________________________________________________________________________________________________________________________ Model 1 Simulation Data, Average correct rate for different stimulus in low boundary block. First row contains stimuli farthest from reversing stimulus (SF1£¬SF7), second row contains SF2¡¢SF6,third row contains SF3¡¢SF5¡£ Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency 95.1570680628272 94.1655359565807 91.9950738916256 94.8379351740696 97.2111553784861 95.4486345903771 97.9539641943734 95.7972805933251 96.1791831357049 95.2486187845304 98.2142857142857 98.1481481481482 98.2758620689655 96.9230769230769 100 98.2456140350877 96.551724137931 100 100 97.0149253731343 80.3571428571429 81.8181818181818 78.6885245901639 85 87.037037037037 86.2068965517241 84.4827586206897 86.2068965517241 89.2857142857143 84.1269841269841 94.8275862068966 96.4285714285714 93.6507936507936 98.2758620689655 98.2758620689655 94.5454545454546 98.3050847457627 96.6666666666667 96.6101694915254 95.6521739130435 58.9285714285714 64.8148148148148 70.9677419354839 57.1428571428571 50.8771929824561 55.9322033898305 65.5172413793104 61.4035087719298 56.3636363636364 68.5714285714286 92.9824561403509 94.7368421052632 83.6065573770492 92.0634920634921 92.7272727272727 85.9649122807018 91.5254237288136 93.75 93.1034482758621 91.304347826087 ________________________________________________________________________________________________________________________________________________________ Model 1 Simulation Data, Average correct rate for different stimulus in high boundary block. First row contains stimuli farthest from reversing stimulus (SF1£¬SF7), second row contains SF2¡¢SF6,third row contains SF3¡¢SF5¡£ High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency 98.3333333333333 96.6666666666667 96.9230769230769 98.3606557377049 100 98.2456140350877 100 98.3870967741936 100 100 96.4547677261614 95.2784503631961 92.2988505747127 93.7880633373934 97.6377952755906 95.3825857519789 98.2389937106918 96.4824120603015 97.4259974259974 95.1310861423221 92.9824561403509 93.4426229508197 93.9393939393939 95.1612903225806 100 96.4912280701754 100 100 98.3333333333333 95 84.4827586206897 82.8125 78.125 90.625 87.2727272727273 76.3636363636364 85.9649122807018 78.9473684210526 93.2203389830508 93.2203389830508 85.9375 85.7142857142857 83.8709677419355 91.5254237288136 86.2068965517241 90.7407407407407 88.135593220339 91.5254237288136 91.0714285714286 88.135593220339 53.125 59.016393442623 66.1538461538462 63.7931034482759 57.4074074074074 66.0714285714286 77.0491803278689 71.1864406779661 71.9298245614035 68.9655172413793 ________________________________________________________________________________________________________________________________________________________ Model 4 Simulation Data, Average correct rate for different stimulus in low boundary block. First row contains stimuli farthest from reversing stimulus (SF1£¬SF7), second row contains SF2¡¢SF6,third row contains SF3¡¢SF5¡£ Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - Low Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency Low Bound - High Frequency 95.3282828282828 92.875 92.1928817451206 94.8119325551232 96.5116279069767 96.1583236321304 97.0168612191959 96.3885429638854 96.6711051930759 94.8538011695906 100 98.3050847457627 100 96.551724137931 98.2142857142857 98.3606557377049 98.2142857142857 98.3333333333333 100 95.3846153846154 90.625 74.1379310344828 89.2307692307692 77.1929824561404 84.4827586206897 83.0769230769231 87.9310344827586 83.3333333333333 94.5454545454546 86.1538461538462 96.6666666666667 96.551724137931 95.2380952380952 98.1818181818182 98.2456140350877 95.3846153846154 94.5454545454546 96.6666666666667 96.3636363636364 96.8253968253968 73.6842105263158 65 52.2388059701493 56.140350877193 60.7142857142857 52.3076923076923 71.6666666666667 52.5423728813559 52.7272727272727 63.4920634920635 87.9310344827586 89.8305084745763 81.8181818181818 91.2280701754386 88.135593220339 90.3225806451613 93.1034482758621 86.6666666666667 94.6428571428571 92.1875 ________________________________________________________________________________________________________________________________________________________ Model 4 Simulation Data, Average correct rate for different stimulus in high boundary block. First row contains stimuli farthest from reversing stimulus (SF1£¬SF7), second row contains SF2¡¢SF6,third row contains SF3¡¢SF5¡£ High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - Low Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency High Bound - High Frequency 100 98.3606557377049 98.2142857142857 100 100 98.3050847457627 100 98.2142857142857 100 100 96.2311557788945 93.8725490196079 93.9233817701453 93.0322580645161 97.2295514511873 95.0859950859951 98.8636363636364 96.9072164948454 96.7741935483871 95.3488372093023 98.3050847457627 94.9152542372881 98.1818181818182 96.6101694915254 98.1818181818182 98.4615384615385 96.4912280701754 92.9824561403509 96.2264150943396 100 77.1929824561403 76.6666666666667 82.1428571428571 87.5 78.1818181818182 88.3333333333333 90 91.5254237288136 80.7692307692308 90.4109589041096 86.6666666666667 90.3225806451613 89.8305084745763 85.9649122807018 96.4912280701754 88.135593220339 95.0819672131148 93.2203389830509 92.3076923076923 93.0555555555556 57.3770491803279 48.3333333333333 62.5 63.6363636363636 66.0714285714286 59.3220338983051 70.4918032786885 65.5172413793104 58.4905660377358 71.6216216216216