Modelling decision-making biases

How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis

(2023) Amin Ghaderi-Kangavari et al.   Journal of Cognitive Psychology

The time-course of feature-based attention effects dissociated from temporal expectation and target-related processes

(2022) Denise Moerel et al.   Scientific Reports

Evidence integration and decision confidence are modulated by stimulus consistency

(2022) Moshe Glickman et al.   Nature Human Behaviour

Flexible integration of continuous sensory evidence in perceptual estimation tasks

(2022) Jose M. Esnaola-Acebes et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Neuro-cognitive models of single-trial EEG measures describe latent effects of spatial attention during perceptual decision making

(2022) Amin Ghaderi-Kangavari et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

The statistics of optimal decision making: Exploring the relationship between signal detection theory and sequential analysis

(2021) Thom Griffith et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Temporal attention selectively enhances target features

(2021) Luis D. Ramirez et al.   JOURNAL OF VISION

An integrated theory of deciding and acting.

(2021) Mathieu Servant et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL

Unraveling the Relation between Electroencephalogram Correlates of Attentional Orienting and Sound Localization Performance: A Diffusion Model Approach

(2020) Laura-Isabelle Klatt et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Value-based attention but not divisive normalization influences decisions with multiple alternatives

(2020) Sebastian Gluth et al.   Nature Human Behaviour

Attention in Psychology, Neuroscience, and Machine Learning

(2020) Grace W. Lindsay   Frontiers in Computational Neuroscience

A divisive model of evidence accumulation explains uneven weighting of evidence over time

(2020) Waitsang Keung et al.   Nature Communications

Nonlinear neural network dynamics accounts for human confidence in a sequence of perceptual decisions

(2020) Kevin Berlemont et al.   Scientific Reports

Global effects of feature-based attention depend on surprise

(2020) Cooper A. Smout et al.   NEUROIMAGE

Prior expectations evoke stimulus-specific activity in the deep layers of the primary visual cortex

(2020) Fraser Aitken et al.   PLOS BIOLOGY

Neurocomputational mechanisms of prior-informed perceptual decision-making in humans

(2020) Simon P. Kelly et al.   Nature Human Behaviour

Spatial and feature-based attention to expressive faces

(2019) Kestutis Kveraga et al.   EXPERIMENTAL BRAIN RESEARCH

Attention promotes the neural encoding of prediction errors

(2019) Cooper A. Smout et al.   PLOS BIOLOGY

Choice history biases subsequent evidence accumulation

(2019) Anne E Urai et al.   eLife

The processing of mispredicted and unpredicted sensory inputs interact differently with attention

(2018) Yi-Fang Hsu et al.   NEUROPSYCHOLOGIA

Feature-based attention elicited by precueing in an orientation discrimination task

(2018) Dan Huang et al.   VISION RESEARCH

Emergent mechanisms of evidence integration in recurrent neural networks

(2018) Silvan Quax et al.   PLoS One

Computational and neural signatures of pre and post-sensory expectation bias in inferior temporal cortex

(2018) Kyle Dunovan et al.   Scientific Reports

Dissociating Reward- and Attention-driven Biasing of Global Feature-based Selection in Human Visual Cortex

(2018) Haydee G. Garcia-Lazaro et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Perceptual decision making: Biases in post-error reaction times explained by attractor network dynamics

(2018) Kevin Berlemont et al.   JOURNAL OF NEUROSCIENCE

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

(2017) Michael D. Nunez et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Approaches to analysis in model-based cognitive neuroscience

(2017) Brandon M. Turner et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Prior expectations induce prestimulus sensory templates

(2017) Peter Kok et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Biased and unbiased perceptual decision-making on vocal emotions

(2017) Mihai Dricu et al.   Scientific Reports

Sequential Sampling Models in Cognitive Neuroscience: Advantages, Applications, and Extensions

(2016) B.U. Forstmann et al.   Annual Review of Psychology

Linking Theoretical Decision-making Mechanisms in the Simon Task with Electrophysiological Data: A Model-based Neuroscience Study in Humans

(2016) Mathieu Servant et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Diffusion Decision Model: Current Issues and History

(2016) Roger Ratcliff et al.   TRENDS IN COGNITIVE SCIENCES

Dissociation in decision bias mechanism between probabilistic information and previous decision

(2015) Yoshiyuki Kaneko et al.   Frontiers in Human Neuroscience

Using Covert Response Activation to Test Latent Assumptions of Formal Decision-Making Models in Humans

(2015) M. Servant et al.   JOURNAL OF NEUROSCIENCE

Feature expectation heightens visual sensitivity during fine orientation discrimination

(2015) Sam Cheadle et al.   JOURNAL OF VISION

Prior Expectations Evoke Stimulus Templates in the Primary Visual Cortex

(2014) Peter Kok et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

The falsifiability of actual decision-making models.

(2014) Andrew Heathcote et al.   PSYCHOLOGICAL REVIEW

Decomposing bias in different types of simple decisions.

(2013) Corey N. White et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION

Prestimulus Oscillatory Activity over Motor Cortex Reflects Perceptual Expectations

(2013) F. P. de Lange et al.   JOURNAL OF NEUROSCIENCE

Unfalsifiability and mutual translatability of major modeling schemes for choice reaction time.

(2013) Matt Jones et al.   PSYCHOLOGICAL REVIEW

Bias in the Brain: A Diffusion Model Analysis of Prior Probability and Potential Payoff

(2012) M. J. Mulder et al.   JOURNAL OF NEUROSCIENCE

Perceptual consequences of feature-based attentional enhancement and suppression

(2012) T. C. Ho et al.   JOURNAL OF VISION

Object-based attention to one of two superimposed surfaces alters responses in human early visual cortex

(2011) Vivian M. Ciaramitaro et al.   JOURNAL OF NEUROPHYSIOLOGY

Elapsed Decision Time Affects the Weighting of Prior Probability in a Perceptual Decision Task

(2011) T. D. Hanks et al.   JOURNAL OF NEUROSCIENCE

Feature-based attention involuntarily and simultaneously improves visual performance across locations

(2011) A. L. White et al.   JOURNAL OF VISION

The neural substrate of prior information in perceptual decision making: a model-based analysis

(2010) Birte U. Forstmann   Frontiers in Human Neuroscience

Visual fixations and the computation and comparison of value in simple choice

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

Reward rate optimization in two-alternative decision making: Empirical tests of theoretical predictions.

(2009) Patrick Simen et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE

An integrated theory of attention and decision making in visual signal detection.

(2009) Philip L. Smith et al.   PSYCHOLOGICAL REVIEW

The simplest complete model of choice response time: Linear ballistic accumulation

(2008) Scott D. Brown et al.   COGNITIVE PSYCHOLOGY

The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks

(2007) Roger Ratcliff et al.   NEURAL COMPUTATION