<p>Upper two rows show separate fits of and for the four reward conditions. Middle two rows show fits for pooled LL and HH data, with resulting common value held fixed across unequal reward conditions. Lower two rows show results with constrained to zero for equal rewards; in columns 1 and 2 LL and HH are fitted separately, in columns 3 and 4 LL and HH data is pooled to produce , and this value is fixed across unequal reward conditions. Units of and respectively are increase in probability of a T1 choice per change in % coherence, and % coherence (see Models of stimuli and reward biasing). Values are given to 3 significant figures with residual fit errors (in mean square norm) in parentheses. In rows 5 and 6 of the HL and LH columns t...
<p>The top row shows the aggregated posterior predictive distribution (densities) overlaid on the ag...
Error bars represent ±1 s.e.m. across 11 subjects. Shaded regions represent ±1 s.e.m. on model fits....
<p>(a) Comparison of the mean reaction time of monkeys for 2 and 4 alternatives (lines) with that pr...
<p><b>A–D</b>. Psychometric functions (PMFs) describing each monkey's probability of choosing T1 as ...
<p><b>A.</b> Empirically observed behavioral data from monkey A (left) and simulated behavioral resu...
<p>The fits corresponding to these parameters are plotted in Figure 2A. Average reports mean ± SD. ...
<p>31 model parameters must be fit to the data for each monkey. 18 of these were fit simultaneously ...
(A) Tuning curves of individual neurons in macaque V1 in an attended (red) and unattended (gray) con...
(A–D) Error rates (mean ± SEM) as a function of reward size in 3 monkeys after blocking 5-HT1AR, 5-H...
<p>(A–B) Error rates as a function of schedule state for two monkeys, for both valid (circles) and r...
<p>If no context instruction is given in a trial, both model and monkeys show an inherent bias to pe...
<p>Vertical dashed lines indicate values fitted to pooled equal rewards data. Note that gradients i...
<p>Accuracy and mean reaction times (RTs, in ms ± SEM) for different set sizes and response-hemifiel...
<p>Black dots with error bars represent a monkey's decision accuracy and reaction time for correct t...
<p>Each grey curve corresponds to a different subject and in blue is the mean across subjects. All c...
<p>The top row shows the aggregated posterior predictive distribution (densities) overlaid on the ag...
Error bars represent ±1 s.e.m. across 11 subjects. Shaded regions represent ±1 s.e.m. on model fits....
<p>(a) Comparison of the mean reaction time of monkeys for 2 and 4 alternatives (lines) with that pr...
<p><b>A–D</b>. Psychometric functions (PMFs) describing each monkey's probability of choosing T1 as ...
<p><b>A.</b> Empirically observed behavioral data from monkey A (left) and simulated behavioral resu...
<p>The fits corresponding to these parameters are plotted in Figure 2A. Average reports mean ± SD. ...
<p>31 model parameters must be fit to the data for each monkey. 18 of these were fit simultaneously ...
(A) Tuning curves of individual neurons in macaque V1 in an attended (red) and unattended (gray) con...
(A–D) Error rates (mean ± SEM) as a function of reward size in 3 monkeys after blocking 5-HT1AR, 5-H...
<p>(A–B) Error rates as a function of schedule state for two monkeys, for both valid (circles) and r...
<p>If no context instruction is given in a trial, both model and monkeys show an inherent bias to pe...
<p>Vertical dashed lines indicate values fitted to pooled equal rewards data. Note that gradients i...
<p>Accuracy and mean reaction times (RTs, in ms ± SEM) for different set sizes and response-hemifiel...
<p>Black dots with error bars represent a monkey's decision accuracy and reaction time for correct t...
<p>Each grey curve corresponds to a different subject and in blue is the mean across subjects. All c...
<p>The top row shows the aggregated posterior predictive distribution (densities) overlaid on the ag...
Error bars represent ±1 s.e.m. across 11 subjects. Shaded regions represent ±1 s.e.m. on model fits....
<p>(a) Comparison of the mean reaction time of monkeys for 2 and 4 alternatives (lines) with that pr...