Efficient coding of subjective value

Efficient coding explains the universal law of generalization in human perception

(2018) Chris R. Sims   SCIENCE

Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation.

(2017) Stephen M. Fleming et al.   PSYCHOLOGICAL REVIEW

Fechner’s law in metacognition: A quantitative model of visual working memory confidence.

(2017) Ronald van den Berg et al.   PSYCHOLOGICAL REVIEW

Optimal coding and neuronal adaptation in economic decisions

(2017) Aldo Rustichini et al.   Nature Communications

Confidence and certainty: distinct probabilistic quantities for different goals

(2016) Alexandre Pouget et al.   NATURE NEUROSCIENCE

Decision Making and Sequential Sampling from Memory

(2016) Michael N. Shadlen et al.   NEURON

Signatures of a Statistical Computation in the Human Sense of Confidence

(2016) Joshua I. Sanders et al.   NEURON

Deconstructing the sensation of pain: The influence of cognitive processes on pain perception

(2016) K. Wiech   SCIENCE

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

(2016) Aki Vehtari et al.   STATISTICS AND COMPUTING

A Bayesian observer model constrained by efficient coding can explain 'anti-Bayesian' percepts

(2015) Xue-Xin Wei et al.   NATURE NEUROSCIENCE

Automatic integration of confidence in the brain valuation signal

(2015) Maël Lebreton et al.   NATURE NEUROSCIENCE

Automatic versus Choice-Dependent Value Representations in the Human Brain

(2015) Marcus Grueschow et al.   NEURON

Effective Connectivity between Hippocampus and Ventromedial Prefrontal Cortex Controls Preferential Choices from Memory

(2015) Sebastian Gluth et al.   NEURON

Do humans make good decisions?

(2015) Christopher Summerfield et al.   TRENDS IN COGNITIVE SCIENCES

A Bayesian perspective on magnitude estimation

(2015) Frederike H. Petzschner et al.   TRENDS IN COGNITIVE SCIENCES

The precision of value-based choices depends causally on fronto-parietal phase coupling

(2015) Rafael Polanía et al.   Nature Communications

BOLD Subjective Value Signals Exhibit Robust Range Adaptation

(2014) Karin M. Cox et al.   JOURNAL OF NEUROSCIENCE

Efficient Sensory Encoding and Bayesian Inference with Heterogeneous Neural Populations

(2014) Deep Ganguli et al.   NEURAL COMPUTATION

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

(2014) Rafael Polanía et al.   NEURON

Efficient coding and the neural representation of value

(2012) Kenway Louie et al.   Annals of the New York Academy of Sciences

Confidence in value-based choice

(2012) Benedetto De Martino et al.   NATURE NEUROSCIENCE

Mechanisms underlying cortical activity during value-guided choice

(2012) Laurence T Hunt et al.   NATURE NEUROSCIENCE

Bayesian just-so stories in psychology and neuroscience.

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

Cardinal rules: visual orientation perception reflects knowledge of environmental statistics

(2011) Ahna R Girshick et al.   NATURE NEUROSCIENCE

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

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

Range-Adapting Representation of Economic Value in the Orbitofrontal Cortex

(2009) C. Padoa-Schioppa   JOURNAL OF NEUROSCIENCE

Self-Control in Decision-Making Involves Modulation of the vmPFC Valuation System

(2009) T. A. Hare et al.   SCIENCE

Mindful Judgment and Decision Making

(2008) Elke U. Weber et al.   Annual Review of Psychology