Sequential sampling models in cognitive neuroscience: Advantages, applications, and extensions

BU Forstmann, R Ratcliff… - Annual review of …, 2016 - annualreviews.org
Sequential sampling models assume that people make speeded decisions by gradually
accumulating noisy information until a threshold of evidence is reached. In cognitive …

Interpretation bias in social anxiety: A systematic review and meta-analysis

J Chen, M Short, E Kemps - Journal of Affective Disorders, 2020 - Elsevier
Background: Interpretation bias, which involves interpreting ambiguous social events
negatively and catastrophising even mildly negative social events, has been suggested as a …

Combining speed and accuracy to control for speed-accuracy trade-offs (?)

HR Liesefeld, M Janczyk - Behavior Research Methods, 2019 - Springer
In psychological experiments, participants are typically instructed to respond as fast as
possible without sacrificing accuracy. How they interpret this instruction and, consequently …

The diffusion decision model: theory and data for two-choice decision tasks

R Ratcliff, G McKoon - Neural computation, 2008 - ieeexplore.ieee.org
The diffusion decision model allows detailed explanations of behavior in two-choice
discrimination tasks. In this article, the model is reviewed to show how it translates …

Diffusion models in experimental psychology

A Voss, M Nagler, V Lerche - Experimental psychology, 2013 - econtent.hogrefe.com
Abstract Stochastic diffusion models (Ratcliff, 1978) can be used to analyze response time
data from binary decision tasks. They provide detailed information about cognitive …

Behavioral components of impulsivity.

C Stahl, A Voss, F Schmitz, M Nuszbaum… - Journal of …, 2014 - psycnet.apa.org
Acting in accord with long-term goals requires control of interfering impulses, the success of
which depends on several different processes. Using a structural-equation modeling …

Causal role for the primate superior colliculus in the computation of evidence for perceptual decisions

EJ Jun, AR Bautista, MD Nunez, DC Allen, JH Tak… - Nature …, 2021 - nature.com
Trained monkeys performed a two-choice perceptual decision-making task in which they
reported the perceived orientation of a dynamic Glass pattern, before and after unilateral …

Bias in the brain: a diffusion model analysis of prior probability and potential payoff

MJ Mulder, EJ Wagenmakers, R Ratcliff… - Journal of …, 2012 - Soc Neuroscience
In perceptual decision-making, advance knowledge biases people toward choice
alternatives that are more likely to be correct and more likely to be profitable. Accumulation …

Evaluating vigilance deficits in ADHD: a meta-analysis of CPT performance.

CL Huang-Pollock, SL Karalunas, H Tam… - Journal of abnormal …, 2012 - psycnet.apa.org
We meta-analytically review 47 between-groups studies of continuous performance test
(CPT) performance in children with attention-deficit/hyperactivity disorder (ADHD). Using a …

An EZ-diffusion model for response time and accuracy

EJ Wagenmakers, HLJ Van Der Maas… - Psychonomic bulletin & …, 2007 - Springer
The EZ-diffusion model for two-choice response time tasks takes mean response time, the
variance of response time, and response accuracy as inputs. The model transforms these …