<p>A) Whisker plots showing the change in the fitted state memory term (A) across training days. Data presented as inverse parameter values to reflect time to change state (in trials). Same plotting conventions as <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0047336#pone-0047336-g002" target="_blank">Figure 2a,b</a>. B) Heat map of average response prediction term (B) across training. C,D) Whisker plots of the error correction term (F) and state noise term (Q, in variance units) respectively. Same plotting conventions as <i>A</i>. E) Heat map of the average response bias term (D) from the output equation (Methods, Eq. 2). F) Whisker plot of the motor noise term (R, in variance units) across training day. Same plotti...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
a) The shape of the speed-accuracy relationship changes depending on the balance of WM gain variabil...
<p>Whiskers represent SEM. A- Left panel: Performance (mean block duration) improvement during train...
A. The state update includes error-independent decay (top) and error-dependent learning (bottom). Th...
<p>A) Mean and standard error of the report scores to the post-hoc questionnaire for each training d...
Fig A. Improvement on test set loss saturates as the number of transition matrices increases. (a) Te...
<p>(a): Results of the first experiment. The horizontal and vertical axes denote the set number and ...
<p><b>A.</b> Depicts the learning phase, where the relationships between BOLD signal and temperature...
Each point within the task is assumed to last 1s and is associated with a single state-action predic...
(A) Data and model tuning curves at different stages of training; the plotted tuning curves are the ...
<p>Psychophysical data (A) and fMRI responses obtained during the scanning sessions before (B) and a...
<p>A. The firing rate trajectory of an example unit over one high-low variance cycle, normalized as ...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
<p>The learning trend versus trial number for the conditions of Experiment 2 and Experiment 3 plus a...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
a) The shape of the speed-accuracy relationship changes depending on the balance of WM gain variabil...
<p>Whiskers represent SEM. A- Left panel: Performance (mean block duration) improvement during train...
A. The state update includes error-independent decay (top) and error-dependent learning (bottom). Th...
<p>A) Mean and standard error of the report scores to the post-hoc questionnaire for each training d...
Fig A. Improvement on test set loss saturates as the number of transition matrices increases. (a) Te...
<p>(a): Results of the first experiment. The horizontal and vertical axes denote the set number and ...
<p><b>A.</b> Depicts the learning phase, where the relationships between BOLD signal and temperature...
Each point within the task is assumed to last 1s and is associated with a single state-action predic...
(A) Data and model tuning curves at different stages of training; the plotted tuning curves are the ...
<p>Psychophysical data (A) and fMRI responses obtained during the scanning sessions before (B) and a...
<p>A. The firing rate trajectory of an example unit over one high-low variance cycle, normalized as ...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
<p>The learning trend versus trial number for the conditions of Experiment 2 and Experiment 3 plus a...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
a) The shape of the speed-accuracy relationship changes depending on the balance of WM gain variabil...