Diffusion decision model: Current issues and history

R Ratcliff, PL Smith, SD Brown, G McKoon - Trends in cognitive sciences, 2016 - cell.com
There is growing interest in diffusion models to represent the cognitive and neural processes
of speeded decision making. Sequential-sampling models like the diffusion model have a …

The dynamics of functional brain networks: integrated network states during cognitive task performance

JM Shine, PG Bissett, PT Bell, O Koyejo, JH Balsters… - Neuron, 2016 - cell.com
Higher brain function relies upon the ability to flexibly integrate information across
specialized communities of brain regions; however, it is unclear how this mechanism …

Delta plots for conflict tasks: An activation-suppression race model

J Miller, W Schwarz - Psychonomic Bulletin & Review, 2021 - Springer
We describe a mathematically simple yet precise model of activation suppression that can
explain the negative-going delta plots often observed in standard Simon tasks. The model …

Individual differences and fitting methods for the two-choice diffusion model of decision making.

R Ratcliff, R Childers - Decision, 2015 - psycnet.apa.org
Methods of fitting the diffusion model were examined with a focus on what the model can tell
us about individual differences. Diffusion model parameters were obtained from the fits to …

Diffusion modeling and intelligence: Drift rates show both domain-general and domain-specific relations with intelligence.

V Lerche, M von Krause, A Voss… - Journal of …, 2020 - psycnet.apa.org
Several previous studies reported relationships between speed of information processing as
measured with the drift parameter of the diffusion model (Ratcliff, 1978) and general …

Age differences in diffusion model parameters: A meta-analysis

M Theisen, V Lerche, M von Krause, A Voss - Psychological Research, 2021 - Springer
Older adults typically show slower response times in basic cognitive tasks than younger
adults. A diffusion model analysis allows the clarification of why older adults react more …

Modeling regularities in response time and accuracy data with the diffusion model

R Ratcliff, PL Smith, G McKoon - Current directions in …, 2015 - journals.sagepub.com
Diffusion models for simple two-choice decision making have achieved prominence in
psychology and neuroscience. The standard model views decision making as a process in …

Retest reliability of the parameters of the Ratcliff diffusion model

V Lerche, A Voss - Psychological research, 2017 - Springer
In the recent years, there is a growing interest to use the Ratcliff Diffusion Model (1978) for
diagnostic purposes as the parameters of the model capture interindividual differences in …

Modeling individual differences in the go/no-go task with a diffusion model.

R Ratcliff, C Huang-Pollock, G McKoon - Decision, 2018 - psycnet.apa.org
The go/no-go task is one in which there are two choices, but the subject responds only to
one of them, waiting out a time-out for the other choice. The task has a long history in …

Internal and external sources of variability in perceptual decision-making.

R Ratcliff, C Voskuilen, G McKoon - Psychological review, 2018 - psycnet.apa.org
It is important to identify sources of variability in processing to understand decision-making
in perception and cognition. There is a distinction between internal and external variability in …