Metacognition and confidence: A review and synthesis

SM Fleming - Annual Review of Psychology, 2024 - annualreviews.org
Determining the psychological, computational, and neural bases of confidence and
uncertainty holds promise for understanding foundational aspects of human metacognition …

Towards a common conceptual space for metacognition in perception and memory

A Mazancieux, M Pereira, N Faivre… - Nature Reviews …, 2023 - nature.com
Engaging in metacognition (evaluating, controlling, and representing cognitive states) is
paramount for efficient behaviour. In this Review, we examine different types of cognitive …

Linking confidence biases to reinforcement-learning processes.

N Salem-Garcia, S Palminteri, M Lebreton - Psychological Review, 2023 - psycnet.apa.org
We systematically misjudge our own performance in simple economic tasks. First, we
generally overestimate our ability to make correct choices—a bias called overconfidence …

Double dissociation of spontaneous alpha-band activity and pupil-linked arousal on additive and multiplicative perceptual gain

A Pilipenko, J Samaha - Journal of Neuroscience, 2024 - Soc Neuroscience
Perception is a probabilistic process dependent on external stimulus properties and one's
internal state. However, which internal states influence perception and via what mechanisms …

Abstract perceptual choice signals during action-linked decisions in the human brain

F Sandhaeger, N Omejc, AA Pape, M Siegel - Plos Biology, 2023 - journals.plos.org
Humans can make abstract choices independent of motor actions. However, in laboratory
tasks, choices are typically reported with an associated action. Consequentially, knowledge …

Confidence, advice seeking and changes of mind in decision making

N Pescetelli, AK Hauperich, N Yeung - Cognition, 2021 - Elsevier
Humans and other animals rely on social learning strategies to guide their behaviour,
especially when the task is difficult and individual learning might be costly or ineffective …

How do humans give confidence? A comprehensive comparison of process models of perceptual metacognition.

M Shekhar, D Rahnev - Journal of Experimental Psychology …, 2024 - psycnet.apa.org
Humans have the metacognitive ability to assess the accuracy of their decisions via
confidence judgments. Several computational models of confidence have been developed …

Metacognitive resources for adaptive learning⋆

A Cortese - Neuroscience Research, 2022 - Elsevier
Biological organisms display remarkably flexible behaviours. This is an area of active
investigation, in particular in the fields of artificial intelligence, computational and cognitive …

[HTML][HTML] Electrophysiological correlates of confidence differ across correct and erroneous perceptual decisions

D Feuerriegel, M Murphy, A Konski, V Mepani, J Sun… - NeuroImage, 2022 - Elsevier
Every decision we make is accompanied by an estimate of the probability that our decision
is accurate or appropriate. This probability estimate is termed our degree of decision …

Sources of confidence in value-based choice

J Brus, H Aebersold, M Grueschow… - Nature communications, 2021 - nature.com
Confidence, the subjective estimate of decision quality, is a cognitive process necessary for
learning from mistakes and guiding future actions. The origins of confidence judgments …