Visual metacognition: Measures, models, and neural correlates.
D Rahnev - American psychologist, 2021 - psycnet.apa.org
Visual metacognition is the ability to evaluate one's performance on visual perceptual tasks.
The field of visual metacognition unites the long tradition of visual psychophysics with the …
The field of visual metacognition unites the long tradition of visual psychophysics with the …
Subjective confidence reflects representation of Bayesian probability in cortex
LS Geurts, JRH Cooke, RS van Bergen… - Nature human …, 2022 - nature.com
What gives rise to the human sense of confidence? Here we tested the Bayesian hypothesis
that confidence is based on a probability distribution represented in neural population …
that confidence is based on a probability distribution represented in neural population …
Consensus goals in the field of visual metacognition
Despite the tangible progress in psychological and cognitive sciences over the last several
years, these disciplines still trail other more mature sciences in identifying the most important …
years, these disciplines still trail other more mature sciences in identifying the most important …
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 …
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 …
Suprathreshold perceptual decisions constrain models of confidence
Perceptual confidence is an important internal signal about the certainty of our decisions
and there is a substantial debate on how it is computed. We highlight three confidence …
and there is a substantial debate on how it is computed. We highlight three confidence …
How do humans give confidence? A comprehensive comparison of process models of 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 …
Challenging the Bayesian confidence hypothesis in perceptual decision-making
The Bayesian confidence hypothesis (BCH), which postulates that confidence reflects the
posterior probability that a decision is correct, is currently the most prominent theory of …
posterior probability that a decision is correct, is currently the most prominent theory of …
Modality independent or modality specific? Common computations underlie confidence judgements in visual and auditory decisions
The mechanisms that enable humans to evaluate their confidence across a range of
different decisions remain poorly understood. To bridge this gap in understanding, we used …
different decisions remain poorly understood. To bridge this gap in understanding, we used …
Feeling lucky? Prospective and retrospective cues for sensorimotor confidence
On a daily basis, humans interact with the outside world using judgments of sensorimotor
confidence, constantly evaluating our actions for success. We ask, what sensory and motor …
confidence, constantly evaluating our actions for success. We ask, what sensory and motor …