Automatic and fast encoding of representational uncertainty underlies the distortion of relative frequency

X Ren, H Luo, H Zhang - Journal of Neuroscience, 2021 - Soc Neuroscience
Humans do not have an accurate representation of probability information in the
environment but distort it in a surprisingly stereotyped way (“probability distortion”), as …

Probabilistic representation in human visual cortex reflects uncertainty in serial decisions

RS Van Bergen, JFM Jehee - Journal of Neuroscience, 2019 - Soc Neuroscience
How does the brain represent the reliability of its sensory evidence? Here, we test whether
sensory uncertainty is encoded in cortical population activity as the width of a probability …

Ubiquitous log odds: a common representation of probability and frequency distortion in perception, action, and cognition

H Zhang, LT Maloney - Frontiers in neuroscience, 2012 - frontiersin.org
In decision from experience, the source of probability information affects how probability is
distorted in the decision task. Understanding how and why probability is distorted is a key …

[HTML][HTML] Differential representations of prior and likelihood uncertainty in the human brain

I Vilares, JD Howard, HL Fernandes, JA Gottfried… - Current Biology, 2012 - cell.com
Background Uncertainty shapes our perception of the world and the decisions we make.
Two aspects of uncertainty are commonly distinguished: uncertainty in previously acquired …

Base rate neglect and neural computations for subjective weight in decision under uncertainty

YY Yang, SW Wu - Proceedings of the National Academy of …, 2020 - National Acad Sciences
Base rate neglect, an important bias in estimating probability of uncertain events, describes
humans' tendency to underweight base rate (prior) relative to individuating information …

Commentary: Probabilistic representation in human visual cortex reflects uncertainty in serial decisions

RM De Azevedo Neto - Frontiers in Human Neuroscience, 2020 - frontiersin.org
Humans combine incoming sensory and past information to deal with ambiguous and
uncertain information (eg, Knill and Saunders, 2003). But what constitutes past information …

Outlier responses reflect sensitivity to statistical structure in the human brain

MI Garrido, M Sahani, RJ Dolan - PLoS computational biology, 2013 - journals.plos.org
We constantly look for patterns in the environment that allow us to learn its key regularities.
These regularities are fundamental in enabling us to make predictions about what is likely to …

Confidence and certainty: distinct probabilistic quantities for different goals

A Pouget, J Drugowitsch, A Kepecs - Nature neuroscience, 2016 - nature.com
When facing uncertainty, adaptive behavioral strategies demand that the brain performs
probabilistic computations. In this probabilistic framework, the notion of certainty and …

State-dependent serial dependence in perceptual decisions

A Ozkirli, D Pascucci - bioRxiv, 2023 - biorxiv.org
According to traditional views, perception deals with uncertainty using optimal strategies. For
instance, when prior stimuli are more reliable than current ones, perception tends to give …

Sensory uncertainty decoded from visual cortex predicts behavior

RS Van Bergen, W Ji Ma, MS Pratte, JFM Jehee - Nature neuroscience, 2015 - nature.com
Bayesian theories of neural coding propose that sensory uncertainty is represented by a
probability distribution encoded in neural population activity, but direct neural evidence …