Probabilistic brains: knowns and unknowns

A Fast and Simple Population Code for Orientation in Primate V1

(2012) P. Berens et al.   JOURNAL OF NEUROSCIENCE

Optimal control as a graphical model inference problem

(2012) Hilbert J. Kappen et al.   MACHINE LEARNING

Not Noisy, Just Wrong: The Role of Suboptimal Inference in Behavioral Variability

(2012) Jeffrey M. Beck 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

Reasoning, Learning, and Creativity: Frontal Lobe Function and Human Decision-Making

(2012) Anne Collins et al.   PLOS BIOLOGY

Marginalization in Neural Circuits with Divisive Normalization

(2011) J. M. Beck et al.   JOURNAL OF NEUROSCIENCE

Behavior and neural basis of near-optimal visual search

(2011) Wei Ji Ma et al.   NATURE NEUROSCIENCE

Neural correlates of reliability-based cue weighting during multisensory integration

(2011) Christopher R Fetsch et al.   NATURE NEUROSCIENCE

Decoding the activity of neuronal populations in macaque primary visual cortex

(2011) Arnulf B A Graf et al.   NATURE NEUROSCIENCE

Variance as a Signature of Neural Computations during Decision Making

(2011) Anne. K. Churchland et al.   NEURON

Bayesian sampling in visual perception

(2011) R. Moreno-Bote et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

How to Grow a Mind: Statistics, Structure, and Abstraction

(2011) J. B. Tenenbaum et al.   SCIENCE

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

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

Statistically optimal perception and learning: from behavior to neural representations

(2010) József Fiser et al.   TRENDS IN COGNITIVE SCIENCES

Structure learning in action

(2009) Daniel A. Braun et al.   BEHAVIOURAL BRAIN RESEARCH

On the Maximization of Information Flow Between Spiking Neurons

(2009) Lucas C. Parra et al.   NEURAL COMPUTATION

Probabilistic Population Codes for Bayesian Decision Making

(2008) Jeffrey M. Beck et al.   NEURON

The discovery of structural form

(2008) C. Kemp et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA