<p>(a) The category distributions over tone-burst frequency are piecewise uniform, such that all frequencies for a particular category are equally likely. (b) Three category prior probabilities were employed in separate blocks of trials by varying the proportion of trials that presented a tone belonging to each category. Here, represents the category prior probability, where or .</p
<p>A. B. and C. Two-tone sequences: in each trial, either f1 or f2 are presented pseudo-randomly acc...
<p>Each group of participants is in a separate row. The left column of plots shows the probability w...
<p>Panels depict mean ± 1 SD of running averages of the stimulus history in the experiment for = 0....
Categorization is an important cognitive process. However, the correct categorization of a stimulus ...
<p>Schematic illustration of categorization of prediction into different categories.</p
<p>The first row shows how a strongly bimodal distribution would be represented by each type of prio...
<p>Green traces denote distributions for category , whereas orange traces denote distributions for c...
<p>(a–d) Boxplots depicting the range of (a) the fitted means for the category- distribution; (b) th...
(A) Rate of a cell fate (division, death, or phenotypic transition) for x (vfate) can be calculated ...
<p>Values inside the bars are the percentages of the tone categories (see gray-scale coding legend a...
The authors conducted 4 experiments to test the decision-bound, prototype, and distribution theories...
The conditional probability (by trial, across participants) of a congruent or an incongruent tone be...
is describedconjugate prior for the categorical distribution [1]. The prior distribution for each si...
<p>Rows distinguish the responses from and predictions for each subject. Columns distinguish the thr...
<p>(a) Illustration of the two types of added noise: noise in the means of the category distribution...
<p>A. B. and C. Two-tone sequences: in each trial, either f1 or f2 are presented pseudo-randomly acc...
<p>Each group of participants is in a separate row. The left column of plots shows the probability w...
<p>Panels depict mean ± 1 SD of running averages of the stimulus history in the experiment for = 0....
Categorization is an important cognitive process. However, the correct categorization of a stimulus ...
<p>Schematic illustration of categorization of prediction into different categories.</p
<p>The first row shows how a strongly bimodal distribution would be represented by each type of prio...
<p>Green traces denote distributions for category , whereas orange traces denote distributions for c...
<p>(a–d) Boxplots depicting the range of (a) the fitted means for the category- distribution; (b) th...
(A) Rate of a cell fate (division, death, or phenotypic transition) for x (vfate) can be calculated ...
<p>Values inside the bars are the percentages of the tone categories (see gray-scale coding legend a...
The authors conducted 4 experiments to test the decision-bound, prototype, and distribution theories...
The conditional probability (by trial, across participants) of a congruent or an incongruent tone be...
is describedconjugate prior for the categorical distribution [1]. The prior distribution for each si...
<p>Rows distinguish the responses from and predictions for each subject. Columns distinguish the thr...
<p>(a) Illustration of the two types of added noise: noise in the means of the category distribution...
<p>A. B. and C. Two-tone sequences: in each trial, either f1 or f2 are presented pseudo-randomly acc...
<p>Each group of participants is in a separate row. The left column of plots shows the probability w...
<p>Panels depict mean ± 1 SD of running averages of the stimulus history in the experiment for = 0....