Bayesian models: the structure of the world, uncertainty, behavior, and the brain

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

(2011) P. Berkes et al.   SCIENCE

Error Correction, Sensory Prediction, and Adaptation in Motor Control

(2010) Reza Shadmehr et al.   Annual Review of Neuroscience

Integration and segregation of visual-tactile-auditory information is Bayes-optimal

(2010) D. R. Wozny et al.   JOURNAL OF VISION

Learning Priors for Bayesian Computations in the Nervous System

(2010) Max Berniker et al.   PLoS One

Prior knowledge of illumination for 3D perception in the human brain

(2010) P. Gerardin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Multisensory Processing in Review: from Physiology to Behaviour

(2010) David Alais et al.   Seeing and Perceiving

Causal inference in perception

(2010) Ladan Shams et al.   TRENDS IN COGNITIVE SCIENCES

Statistically optimal perception and learning: from behavior to neural representations

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

Multisensory integration: psychophysics, neurophysiology, and computation

(2009) Dora E Angelaki et al.   CURRENT OPINION IN NEUROBIOLOGY

Neural Decoding of Hand Motion Using a Linear State-Space Model With Hidden States

(2009) Wei Wu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Bayesian priors are encoded independently from likelihoods in human multisensory perception

(2009) U. R. Beierholm et al.   JOURNAL OF VISION

Humans use visual and remembered information about object location to plan pointing movements

(2009) A. M. Brouwer et al.   JOURNAL OF VISION

Motor Learning Is Optimally Tuned to the Properties of Motor Noise

(2009) Robert J. van Beers   NEURON

Decision making under ambiguity and under risk in mesial temporal lobe epilepsy

(2009) Margarete Delazer et al.   NEUROPSYCHOLOGIA

A common role of insula in feelings, empathy and uncertainty

(2009) Tania Singer et al.   TRENDS IN COGNITIVE SCIENCES

The coordination of movement: optimal feedback control and beyond

(2009) Jörn Diedrichsen et al.   TRENDS IN COGNITIVE SCIENCES

Grasping Objects with Environmentally Induced Position Uncertainty

(2009) Vassilios N. Christopoulos et al.   PLoS Computational Biology

Bayesian Integration and Non-Linear Feedback Control in a Full-Body Motor Task

(2009) Ian H. Stevenson et al.   PLoS Computational Biology

Linking neurons to behavior in multisensory perception: A computational review

(2008) Wei Ji Ma et al.   BRAIN RESEARCH

Real-Time Decoding of Nonstationary Neural Activity in Motor Cortex

(2008) Wei Wu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Unsupervised Learning of Probabilistic Grammar-Markov Models for Object Categories

(2008) Long Zhu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia

(2008) Sung-Phil Kim et al.   Journal of Neural Engineering

Detecting Neural-State Transitions Using Hidden Markov Models for Motor Cortical Prostheses

(2008) Caleb Kemere et al.   JOURNAL OF NEUROPHYSIOLOGY

Relevance of Error: What Drives Motor Adaptation?

(2008) Kunlin Wei et al.   JOURNAL OF NEUROPHYSIOLOGY

Decoding Trajectories from Posterior Parietal Cortex Ensembles

(2008) G. H. Mulliken et al.   JOURNAL OF NEUROSCIENCE

On-Line Processing of Uncertain Information in Visuomotor Control

(2008) J. Izawa et al.   JOURNAL OF NEUROSCIENCE

The statistical determinants of adaptation rate in human reaching

(2008) Johannes Burge et al.   JOURNAL OF VISION

Choice, uncertainty and value in prefrontal and cingulate cortex

(2008) Matthew F S Rushworth et al.   NATURE NEUROSCIENCE

Estimating the sources of motor errors for adaptation and generalization

(2008) Max Berniker et al.   NATURE NEUROSCIENCE

Neural correlates of multisensory cue integration in macaque MSTd

(2008) Yong Gu et al.   NATURE NEUROSCIENCE

Multisensory integration: current issues from the perspective of the single neuron

(2008) Barry E. Stein et al.   NATURE REVIEWS NEUROSCIENCE

Multisensory Integration in Macaque Visual Cortex Depends on Cue Reliability

(2008) Michael L. Morgan et al.   NEURON

Probabilistic Population Codes for Bayesian Decision Making

(2008) Jeffrey M. Beck et al.   NEURON

Bayesian Spiking Neurons I: Inference

(2007) Sophie Deneve   NEURAL COMPUTATION