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

Optimal policy for multi-alternative decisions

(2019) Satohiro Tajima et al.   NATURE NEUROSCIENCE

Mutual benefits: Combining reinforcement learning with sequential sampling models

(2019) Steven Miletić et al.   NEUROPSYCHOLOGIA

Sensitivity of reaction time to the magnitude of rewards reveals the cost-structure of time

(2019) Kai Steverson et al.   Scientific Reports

Suboptimality in Perceptual Decision Making

(2018) Dobromir Rahnev et al.   BEHAVIORAL AND BRAIN SCIENCES

Perceptual Decision Making in Rodents, Monkeys, and Humans

(2017) Timothy D. Hanks et al.   NEURON

Perceptual Decision-Making as Probabilistic Inference by Neural Sampling

(2016) Ralf M. Haefner et al.   NEURON

Bayesian Brains without Probabilities

(2016) Adam N. Sanborn et al.   TRENDS IN COGNITIVE SCIENCES

Diffusion Decision Model: Current Issues and History

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

Embodied Choice: How Action Influences Perceptual Decision Making

(2015) Nathan F. Lepora et al.   PLoS Computational Biology

Perceptual decision making: drift-diffusion model is equivalent to a Bayesian model

(2014) Sebastian Bitzer et al.   Frontiers in Human Neuroscience

The falsifiability of actual decision-making models.

(2014) Andrew Heathcote et al.   PSYCHOLOGICAL REVIEW

Analyzability, ad hoc restrictions, and excessive flexibility of evidence-accumulation models: Reply to two critical commentaries.

(2014) Matt Jones et al.   PSYCHOLOGICAL REVIEW

The diffusion model is not a deterministic growth model: Comment on Jones and Dzhafarov (2014).

(2014) Philip L. Smith et al.   PSYCHOLOGICAL REVIEW

Opponent actor learning (OpAL): Modeling interactive effects of striatal dopamine on reinforcement learning and choice incentive.

(2014) Anne G. E. Collins et al.   PSYCHOLOGICAL REVIEW

Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making

(2012) Jan Drugowitsch et al.   CURRENT OPINION IN NEUROBIOLOGY

The Basal Ganglia Optimize Decision Making over General Perceptual Hypotheses

(2012) Nathan F. Lepora et al.   NEURAL COMPUTATION

The Mysterious Motivational Functions of Mesolimbic Dopamine

(2012) John D. Salamone et al.   NEURON

Bayesian just-so stories in psychology and neuroscience.

(2012) Jeffrey S. Bowers et al.   PSYCHOLOGICAL BULLETIN

How the Bayesians got their beliefs (and what those beliefs actually are): Comment on Bowers and Davis (2012).

(2012) Thomas L. Griffiths et al.   PSYCHOLOGICAL BULLETIN

Acquisition of decision making criteria: reward rate ultimately beats accuracy

(2011) Fuat Balci et al.   Attention Perception & Psychophysics

Bayesian Fundamentalism or Enlightenment? On the explanatory status and theoretical contributions of Bayesian models of cognition

(2011) Matt Jones et al.   BEHAVIORAL AND BRAIN SCIENCES

Neural processing as causal inference

(2011) Timm Lochmann et al.   CURRENT OPINION IN NEUROBIOLOGY

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

Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment

(2011) P. Berkes et al.   SCIENCE

Do humans produce the speed–accuracy trade-off that maximizes reward rate?

(2009) Rafal Bogacz et al.   QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY

Decision theory, reinforcement learning, and the brain

(2008) P. Dayan et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Decision-making with multiple alternatives

(2008) Anne K Churchland et al.   NATURE NEUROSCIENCE

Context-Dependent Changes in Functional Circuitry in Visual Area MT

(2008) Marlene R. Cohen et al.   NEURON

Mammalian choices: combining fast-but-inaccurate and slow-but-accurate decision-making systems

(2008) P. C Trimmer et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

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

(2007) Roger Ratcliff et al.   NEURAL COMPUTATION