Fixation patterns in simple choice reflect optimal information sampling

Uncertainty in learning, choice, and visual fixation

(2020) Hrvoje Stojić et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2020) Sebastian Gluth et al.   Nature Human Behaviour

Dopamine promotes cognitive effort by biasing the benefits versus costs of cognitive work

(2020) A. Westbrook et al.   SCIENCE

Heuristics and optimal solutions to the breadth–depth dilemma

(2020) Rubén Moreno-Bote et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

What Are Memories For? The Hippocampus Bridges Past Experience with Future Decisions

(2020) Natalie Biderman et al.   TRENDS IN COGNITIVE SCIENCES

Unbiased and efficient log-likelihood estimation with inverse binomial sampling

(2020) Bas van Opheusden et al.   PLoS Computational Biology

Visual attention modulates the integration of goal-relevant evidence and not value

(2020) Pradyumna Sepulveda et al.   eLife

The hippocampus supports deliberation during value-based decisions

(2019) Akram Bakkour et al.   eLife

Gaze bias differences capture individual choice behaviour

(2019) Armin W. Thomas et al.   Nature Human Behaviour

Optimal policy for multi-alternative decisions

(2019) Satohiro Tajima et al.   NATURE NEUROSCIENCE

Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making

(2019) Romy Frömer et al.   Nature Communications

Multialternative decision by sampling: A model of decision making constrained by process data.

(2018) Takao Noguchi et al.   PSYCHOLOGICAL REVIEW

Towards a neuroscience of active sampling and curiosity

(2018) Jacqueline Gottlieb et al.   NATURE REVIEWS NEUROSCIENCE

Value-based attentional capture affects multi-alternative decision making

(2018) Sebastian Gluth et al.   eLife

Julia: A Fresh Approach to Numerical Computing

(2017) Jeff Bezanson et al.   SIAM REVIEW

The Attentional Drift Diffusion Model of Simple Perceptual Decision-Making

(2017) Gabriela Tavares et al.   Frontiers in Neuroscience

A new framework for modeling decisions about changing information: The Piecewise Linear Ballistic Accumulator model

(2016) William R. Holmes et al.   COGNITIVE PSYCHOLOGY

Diffusion Decision Model: Current Issues and History

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

Optimal policy for value-based decision-making

(2016) Satohiro Tajima et al.   Nature Communications

Approach-Induced Biases in Human Information Sampling

(2016) Laurence T. Hunt et al.   PLOS BIOLOGY

The attention habit: how reward learning shapes attentional selection

(2015) Brian A. Anderson   Annals of the New York Academy of Sciences

Computational rationality: A converging paradigm for intelligence in brains, minds, and machines

(2015) S. J. Gershman et al.   SCIENCE

Neural Oscillations and Synchronization Differentially Support Evidence Accumulation in Perceptual and Value-Based Decision Making

(2014) Rafael Polanía et al.   NEURON

The multiattribute linear ballistic accumulator model of context effects in multialternative choice.

(2014) Jennifer S. Trueblood et al.   PSYCHOLOGICAL REVIEW

Adaptive Sampling of Information in Perceptual Decision-Making

(2013) Thomas C. Cassey et al.   PLoS One

Simultaneous modeling of visual saliency and value computation improves predictions of economic choice

(2013) R. B. Towal et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Disentangling decision models: From independence to competition.

(2013) Andrei R. Teodorescu et al.   PSYCHOLOGICAL REVIEW

Information-seeking, curiosity, and attention: computational and neural mechanisms

(2013) Jacqueline Gottlieb et al.   TRENDS IN COGNITIVE SCIENCES

Approximate Bayesian Computation

(2013) Mikael Sunnåker et al.   PLoS Computational Biology

The Cost of Accumulating Evidence in Perceptual Decision Making

(2012) J. Drugowitsch et al.   JOURNAL OF NEUROSCIENCE

Information Acquisition During Online Decision Making: A Model-Based Exploration Using Eye-Tracking Data

(2012) Savannah Wei Shi et al.   MANAGEMENT SCIENCE

Mechanisms underlying cortical activity during value-guided choice

(2012) Laurence T Hunt et al.   NATURE NEUROSCIENCE

Visual search: A retrospective

(2011) M. P. Eckstein   JOURNAL OF VISION

Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions

(2011) I. Krajbich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

Decision Confidence and Uncertainty in Diffusion Models with Partially Correlated Neuronal Integrators

(2010) Rubén Moreno-Bote   NEURAL COMPUTATION

Approximate Bayesian Computation (ABC) in practice

(2010) Katalin Csilléry et al.   TRENDS IN ECOLOGY & EVOLUTION

Stimulus exposure and gaze bias: A further test of the gaze cascade model

(2009) M. G. Glaholt et al.   Attention Perception & Psychophysics

Bayesian surprise attracts human attention

(2008) Laurent Itti et al.   VISION RESEARCH

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

(2007) Roger Ratcliff et al.   NEURAL COMPUTATION