Decision-making in sensorimotor control

JP Gallivan, CS Chapman, DM Wolpert… - Nature Reviews …, 2018 - nature.com
Skilled sensorimotor interactions with the world result from a series of decision-making
processes that determine, on the basis of information extracted during the unfolding …

Confidence as Bayesian probability: From neural origins to behavior

F Meyniel, M Sigman, ZF Mainen - Neuron, 2015 - cell.com
Research on confidence spreads across several sub-fields of psychology and neuroscience.
Here, we explore how a definition of confidence as Bayesian probability can unify these …

Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation.

SM Fleming, ND Daw - Psychological review, 2017 - psycnet.apa.org
People are often aware of their mistakes, and report levels of confidence in their choices that
correlate with objective performance. These metacognitive assessments of decision quality …

Choice certainty is informed by both evidence and decision time

R Kiani, L Corthell, MN Shadlen - Neuron, 2014 - cell.com
Summary" Degree of certainty" refers to the subjective belief, prior to feedback, that a
decision is correct. A reliable estimate of certainty is essential for prediction, learning from …

Confidence reflects a noisy decision reliability estimate

ZM Boundy-Singer, CM Ziemba, RLT Goris - Nature Human Behaviour, 2023 - nature.com
Decisions vary in difficulty. Humans know this and typically report more confidence in easy
than in difficult decisions. However, confidence reports do not perfectly track decision …

Human metacognition across domains: insights from individual differences and neuroimaging

M Rouault, A McWilliams, MG Allen… - Personality …, 2018 - cambridge.org
Metacognition is the capacity to evaluate and control one's own cognitive processes.
Metacognition operates over a range of cognitive domains, such as perception and memory …

Sources of metacognitive inefficiency

M Shekhar, D Rahnev - Trends in Cognitive Sciences, 2021 - cell.com
Confidence judgments are typically less informative about one's accuracy than they could
be; a phenomenon we call metacognitive inefficiency. We review the existence of different …

Revisiting the evidence for collapsing boundaries and urgency signals in perceptual decision-making

GE Hawkins, BU Forstmann… - Journal of …, 2015 - Soc Neuroscience
For nearly 50 years, the dominant account of decision-making holds that noisy information is
accumulated until a fixed threshold is crossed. This account has been tested extensively …

A common mechanism underlies changes of mind about decisions and confidence

R van Den Berg, K Anandalingam, A Zylberberg… - Elife, 2016 - elifesciences.org
Decisions are accompanied by a degree of confidence that a selected option is correct. A
sequential sampling framework explains the speed and accuracy of decisions and extends …

Perceptual confidence neglects decision-incongruent evidence in the brain

MAK Peters, T Thesen, YD Ko, B Maniscalco… - Nature human …, 2017 - nature.com
Our perceptual experiences are accompanied by a subjective sense of certainty. These
confidence judgements typically correlate meaningfully with the probability that the relevant …