Building a science of individual differences from fMRI

J Dubois, R Adolphs - Trends in cognitive sciences, 2016 - cell.com
To date, fMRI research has been concerned primarily with evincing generic principles of
brain function through averaging data from multiple subjects. Given rapid developments in …

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 …

[HTML][HTML] Individual differences in motor skill learning: Past, present and future

DI Anderson, KR Lohse, TCV Lopes… - Human Movement …, 2021 - Elsevier
Humans vary considerably in their ability to perform and learn new motor skills. In addition,
they respond to different performance and practice conditions in varying ways. Historically …

Approaches to analysis in model-based cognitive neuroscience

BM Turner, BU Forstmann, BC Love, TJ Palmeri… - Journal of Mathematical …, 2017 - Elsevier
Our understanding of cognition has been advanced by two traditionally non-overlapping and
non-interacting groups. Mathematical psychologists rely on behavioral data to evaluate …

The right superior frontal gyrus and individual variation in proactive control of impulsive response

S Hu, JS Ide, S Zhang… - Journal of Neuroscience, 2016 - Soc Neuroscience
A hallmark of cognitive control is the ability to rein in impulsive responses. Previously, we
used a Bayesian model to describe trial-by-trial likelihood of the stop signal or p (Stop) and …

[HTML][HTML] Effects of single-session transcranial direct current stimulation on reactive response inhibition

MA Friehs, C Frings, G Hartwigsen - Neuroscience & Biobehavioral …, 2021 - Elsevier
Transcranial direct current stimulation (tDCS) is widely used to explore the role of various
cortical regions for reactive response inhibition. In recent years, tDCS studies reported …

How attention influences perceptual decision making: Single-trial EEG correlates of drift-diffusion model parameters

MD Nunez, J Vandekerckhove, R Srinivasan - Journal of mathematical …, 2017 - Elsevier
Perceptual decision making can be accounted for by drift-diffusion models, a class of
decision-making models that assume a stochastic accumulation of evidence on each trial …

Testing the validity of conflict drift-diffusion models for use in estimating cognitive processes: A parameter-recovery study

CN White, M Servant, GD Logan - Psychonomic bulletin & review, 2018 - Springer
Researchers and clinicians are interested in estimating individual differences in the ability to
process conflicting information. Conflict processing is typically assessed by comparing …

Why more is better: Simultaneous modeling of EEG, fMRI, and behavioral data

BM Turner, CA Rodriguez, TM Norcia, SM McClure… - NeuroImage, 2016 - Elsevier
The need to test a growing number of theories in cognitive science has led to increased
interest in inferential methods that integrate multiple data modalities. In this manuscript, we …

Dissociated neural substrates underlying impulsive choice and impulsive action

Q Wang, C Chen, Y Cai, S Li, X Zhao, L Zheng… - NeuroImage, 2016 - Elsevier
There is a growing consensus that impulsivity is a multifaceted construct that comprises
several components such as impulsive choice and impulsive action. Although impulsive …