Suboptimality in perceptual decision making

D Rahnev, RN Denison - Behavioral and brain sciences, 2018 - cambridge.org
Human perceptual decisions are often described as optimal. Critics of this view have argued
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …

Humans incorporate attention-dependent uncertainty into perceptual decisions and confidence

RN Denison, WT Adler… - Proceedings of the …, 2018 - National Acad Sciences
Perceptual decisions are better when they take uncertainty into account. Uncertainty arises
not only from the properties of sensory input but also from cognitive sources, such as …

The influence of evidence volatility on choice, reaction time and confidence in a perceptual decision

A Zylberberg, CR Fetsch, MN Shadlen - Elife, 2016 - elifesciences.org
Many decisions are thought to arise via the accumulation of noisy evidence to a threshold or
bound. In perception, the mechanism explains the effect of stimulus strength, characterized …

Stimulus expectation alters decision criterion but not sensory signal in perceptual decision making

JW Bang, D Rahnev - Scientific reports, 2017 - nature.com
Humans are more likely to report perceiving an expected than an unexpected stimulus.
Influential theories have proposed that this bias arises from expectation altering the sensory …

Inflation versus filling-in: why we feel we see more than we actually do in peripheral vision

B Odegaard, MY Chang, H Lau… - … Transactions of the …, 2018 - royalsocietypublishing.org
Do we perceive fine details in the visual periphery? Here, we propose that phenomenology
in the visual periphery can be characterized by an inflated sense of perceptual capacity, as …

Ambiguous images with human judgments for robust visual event classification

K Sanders, R Kriz, A Liu… - Advances in Neural …, 2022 - proceedings.neurips.cc
Contemporary vision benchmarks predominantly consider tasks on which humans can
achieve near-perfect performance. However, humans are frequently presented with visual …

A decisional account of subjective inflation of visual perception at the periphery

G Solovey, GG Graney, H Lau - Attention, Perception, & Psychophysics, 2015 - Springer
Human peripheral vision appears vivid compared to foveal vision; the subjectively perceived
level of detail does not seem to drop abruptly with eccentricity. This compelling impression …

A realist perspective on Bayesian cognitive science

M Rescorla - Inference and consciousness, 2019 - taylorfrancis.com
Bayesian cognitive science constructs detailed mathematical models of perception, motor
control, and many other psychological domains. The models postulate mental activity that …

A detailed comparison of optimality and simplicity in perceptual decision making.

S Shen, WJ Ma - Psychological review, 2016 - psycnet.apa.org
Two prominent ideas in the study of decision making have been that organisms behave near-
optimally, and that they use simple heuristic rules. These principles might be operating in …

Predictions shape confidence in right inferior frontal gyrus

MT Sherman, AK Seth, R Kanai - Journal of Neuroscience, 2016 - Soc Neuroscience
It is clear that prior expectations shape perceptual decision-making, yet their contribution to
the construction of subjective decision confidence remains largely unexplored. We recorded …