<p>The Venn diagrams indicate how the variability is distributed across the 2 regressors where red is unique to stimulus, blue is unique to feedback and purple is shared. The rightmost column shows the parameter estimates for stimulus (red) and feedback (blue) across 20 subjects, where the solid lines indicate the true values. With low collinearity the variability of the parameter estimates is much smaller than the high collinearity case, although in both cases the estimates are unbiased on average. Orthogonalization does not change the feedback parameter estimates (middle and bottom blue data points are identical), but the stimulus feedback has lower variability and the estimate is much higher.</p
<p>The plots show the deviation of the final virtual hand position from the target as a function of ...
(a) Mean absolute deviation of responses as a function of contrast of the variable noise stimulus in...
<p>(left) The three no-switch blocks, and (right) the three switch blocks. Colored circles denote th...
<p>The left graph shows the unconvolved regressors for 3 trials, where each trial for stimulus inten...
<p>The plots show the simulation results as medians over six different simulation runs. Blue lines s...
<p>(A) Balancing duration and (B) average absolute pole angle as function of subjects’ ratings. Data...
(Top) For each stimulus level x the distribution of proportion correct is plotted as a heat map base...
<p>The top row shows how descriptive variability is shared when there is no orthogonalization. In th...
<p>As collinearity increases, the efficiencies of all three of these contrasts of parameter estimate...
A. Horizontal lines show subject-averaged accuracy (left) and correct response RT (right) means. Ind...
(A) The general model architecture and the response to a first vertical orientation (trial n-1). Fro...
A. The values of the two available rewards are shown with the dotted lines. The average drift rate μ...
A is plotted to the conventions of Fig 2L; each dot refers to one of 100 simulations (6000 trials pe...
<p><b>a</b>. The range of parameters for all optimal models (~9000). Each parameter is normalized by...
<p>(A, B) Predictions of responses for TE neurons with inputs from encoder stage estimates (Equation...
<p>The plots show the deviation of the final virtual hand position from the target as a function of ...
(a) Mean absolute deviation of responses as a function of contrast of the variable noise stimulus in...
<p>(left) The three no-switch blocks, and (right) the three switch blocks. Colored circles denote th...
<p>The left graph shows the unconvolved regressors for 3 trials, where each trial for stimulus inten...
<p>The plots show the simulation results as medians over six different simulation runs. Blue lines s...
<p>(A) Balancing duration and (B) average absolute pole angle as function of subjects’ ratings. Data...
(Top) For each stimulus level x the distribution of proportion correct is plotted as a heat map base...
<p>The top row shows how descriptive variability is shared when there is no orthogonalization. In th...
<p>As collinearity increases, the efficiencies of all three of these contrasts of parameter estimate...
A. Horizontal lines show subject-averaged accuracy (left) and correct response RT (right) means. Ind...
(A) The general model architecture and the response to a first vertical orientation (trial n-1). Fro...
A. The values of the two available rewards are shown with the dotted lines. The average drift rate μ...
A is plotted to the conventions of Fig 2L; each dot refers to one of 100 simulations (6000 trials pe...
<p><b>a</b>. The range of parameters for all optimal models (~9000). Each parameter is normalized by...
<p>(A, B) Predictions of responses for TE neurons with inputs from encoder stage estimates (Equation...
<p>The plots show the deviation of the final virtual hand position from the target as a function of ...
(a) Mean absolute deviation of responses as a function of contrast of the variable noise stimulus in...
<p>(left) The three no-switch blocks, and (right) the three switch blocks. Colored circles denote th...