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 …
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 …
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
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 …
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
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 …
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
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 …
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
Contemporary vision benchmarks predominantly consider tasks on which humans can
achieve near-perfect performance. However, humans are frequently presented with visual …
achieve near-perfect performance. However, humans are frequently presented with visual …
A decisional account of subjective inflation of visual perception at the periphery
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 …
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 …
control, and many other psychological domains. The models postulate mental activity that …
A detailed comparison of optimality and simplicity in perceptual decision making.
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 …
optimally, and that they use simple heuristic rules. These principles might be operating in …
Predictions shape confidence in right inferior frontal gyrus
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 …
the construction of subjective decision confidence remains largely unexplored. We recorded …