On second thoughts: changes of mind in decision-making

C Stone, JB Mattingley, D Rangelov - Trends in Cognitive Sciences, 2022 - cell.com
The ability to change initial decisions in the face of new or potentially conflicting information
is fundamental to adaptive behavior. From perceptual tasks to multiple-choice tests …

A flexible framework for simulating and fitting generalized drift-diffusion models

M Shinn, NH Lam, JD Murray - ELife, 2020 - elifesciences.org
The drift-diffusion model (DDM) is an important decision-making model in cognitive
neuroscience. However, innovations in model form have been limited by methodological …

Should I stay or should I go? Cognitive modeling of left-turn gap acceptance decisions in human drivers

A Zgonnikov, D Abbink, G Markkula - Human factors, 2024 - journals.sagepub.com
Objective We aim to bridge the gap between naturalistic studies of driver behavior and
modern cognitive and neuroscientific accounts of decision making by modeling the cognitive …

Metacognitive computations for information search: Confidence in control.

L Schulz, SM Fleming, P Dayan - Psychological Review, 2023 - psycnet.apa.org
The metacognitive sense of confidence can play a critical role in regulating decision making.
In particular, a lack of confidence can justify the explicit, potentially costly, instrumental …

Should I stay or should I go? Evidence accumulation drives decision making in human drivers

A Zgonnikov, D Abbink, G Markkula - 2020 - osf.io
Laboratory studies of abstract, highly controlled tasks point towards noisy evidence
accumulation as a key mechanism governing decision making. Yet it is unclear whether the …

Changes of Mind after movement onset depend on the state of the motor system

I Cos, G Pezzulo, P Cisek - Eneuro, 2021 - eneuro.org
Decision-making is traditionally described as a cognitive process of deliberation followed by
commitment to an action choice, preceding the planning and execution of the chosen action …

Explaining Integration of Evidence Separated by Temporal Gaps with Frontoparietal Circuit Models

Z Azizi, R Ebrahimpour - Neuroscience, 2023 - Elsevier
Perceptual decisions rely on accumulating sensory evidence over time. However, the
accumulation process is complicated in real life when evidence resulted from separated …

Decision Making in Moral Judgment Context is Modulated by Individual Metacognition

H Osorio T, G Reyes M - Psychological Reports, 2023 - journals.sagepub.com
Metacognition refers to the human capacity to access and monitor one's own mental states.
Recent research suggests that this capacity expands to the social world, eg, when …

Explaining distortions in metacognition with an attractor network model of decision uncertainty

NAA Atiya, QJM Huys, RJ Dolan… - PLoS Computational …, 2021 - journals.plos.org
Metacognition is the ability to reflect on, and evaluate, our cognition and behaviour.
Distortions in metacognition are common in mental health disorders, though the neural …

An insula‐driven network computes decision uncertainty and promotes abstinence in chronic cocaine users

JC Yu, VG Fiore, RW Briggs, J Braud… - European Journal of …, 2020 - Wiley Online Library
The anterior insular cortex (AIC) and its interconnected brain regions have been associated
with both addiction and decision‐making under uncertainty. However, the causal …