Impaired metacognition and reduced neural signals of decision confidence in adults with traumatic brain injury.
Sign Up to like & getrecommendations! Published in 2022 at "Neuropsychology"
DOI: 10.1037/neu0000854
Abstract: OBJECTIVE Metacognition reflects our capacity to monitor or evaluate other cognitive states as they unfold during task performance, for example, our level of confidence in the veracity of a memory. Impaired metacognition is seen in… read more here.
Keywords: impaired metacognition; traumatic brain; confidence; decision confidence ... See more keywords
A meta-learning BCI for estimating decision confidence
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/ac7ba8
Abstract: Objective. We investigated whether a recently introduced transfer-learning technique based on meta-learning could improve the performance of brain–computer interfaces (BCIs) for decision-confidence prediction with respect to more traditional machine learning methods. Approach. We adapted the… read more here.
Keywords: transfer learning; decision; meta learning; decision confidence ... See more keywords
Does decision confidence reflect effort?
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0278617
Abstract: Goal directed behaviour requires transformation of sensory input to decision, and then to output action. How the sensory input is accumulated to form the decision has been extensively studied, however, the influence of output action… read more here.
Keywords: effort; confidence reflect; decision confidence; action ... See more keywords