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 …

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 …

Subthalamic nucleus stimulation reverses mediofrontal influence over decision threshold

JF Cavanagh, TV Wiecki, MX Cohen… - Nature …, 2011 - nature.com
It takes effort and time to tame one's impulses. Although medial prefrontal cortex (mPFC) is
broadly implicated in effortful control over behavior, the subthalamic nucleus (STN) is …

Two-stage dynamic signal detection: a theory of choice, decision time, and confidence.

TJ Pleskac, JR Busemeyer - Psychological review, 2010 - psycnet.apa.org
Abstract [Correction Notice: An erratum for this article was reported in Vol 118 (1) of
Psychological Review (see record 2011-00732-004). The name of the philosopher Charles …

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 …

Disparate bilingual experiences modulate task-switching advantages: A diffusion-model analysis of the effects of interactional context on switch costs

A Hartanto, H Yang - Cognition, 2016 - Elsevier
Drawing on the adaptive control hypothesis (Green & Abutalebi, 2013), we investigated
whether bilinguals' disparate interactional contexts modulate task-switching performance …

Assessing cognitive processes with diffusion model analyses: a tutorial based on fast-dm-30

A Voss, J Voss, V Lerche - Frontiers in psychology, 2015 - frontiersin.org
Diffusion models can be used to infer cognitive processes involved in fast binary decision
tasks. The model assumes that information is accumulated continuously until one of two …

Fast-dm: A free program for efficient diffusion model analysis

A Voss, J Voss - Behavior research methods, 2007 - Springer
In the present article, a flexible and fast computer program, called fast-dm, for diffusion
model data analysis is introduced. Fast-dm is free software that can be downloaded from the …

Perceptual decision neurosciences–a model-based review

MJ Mulder, L Van Maanen, BU Forstmann - Neuroscience, 2014 - Elsevier
In this review we summarize findings published over the past 10 years focusing on the
neural correlates of perceptual decision-making. Importantly, this review highlights only …

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 …