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 …
uncertainty holds promise for understanding foundational aspects of human metacognition …
Towards a common conceptual space for metacognition in perception and memory
Engaging in metacognition (evaluating, controlling, and representing cognitive states) is
paramount for efficient behaviour. In this Review, we examine different types of cognitive …
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 …
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 …
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 …
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 …
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.
Humans have the metacognitive ability to assess the accuracy of their decisions via
confidence judgments. Several computational models of confidence have been developed …
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 …
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
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 …
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 …
learning from mistakes and guiding future actions. The origins of confidence judgments …