Human Inferences about Sequences: A Minimal Transition Probability Model

Prediction suppression in monkey inferotemporal cortex depends on the conditional probability between images

(2016) Suchitra Ramachandran et al.   JOURNAL OF NEUROPHYSIOLOGY

The Neural Representation of Sequences: From Transition Probabilities to Algebraic Patterns and Linguistic Trees

(2015) Stanislas Dehaene et al.   NEURON

Disruption of hierarchical predictive coding during sleep

(2015) Melanie Strauss et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Sense of Confidence during Probabilistic Learning: A Normative Account

(2015) Florent Meyniel et al.   PLoS Computational Biology

Neural Coding of Uncertainty and Probability

(2014) Wei Ji Ma et al.   Annual Review of Neuroscience

Statistical Learning of Serial Visual Transitions by Neurons in Monkey Inferotemporal Cortex

(2014) T. Meyer et al.   JOURNAL OF NEUROSCIENCE

Functionally Dissociable Influences on Learning Rate in a Dynamic Environment

(2014) Joseph T. McGuire et al.   NEURON

The perception of probability.

(2014) C. R. Gallistel et al.   PSYCHOLOGICAL REVIEW

The evolution of decision rules in complex environments

(2014) Tim W. Fawcett et al.   TRENDS IN COGNITIVE SCIENCES

Inferring on the Intentions of Others by Hierarchical Bayesian Learning

(2014) Andreea O. Diaconescu et al.   PLoS Computational Biology

The Timescale of Perceptual Evidence Integration Can Be Adapted to the Environment

(2013) Ori Ossmy et al.   CURRENT BIOLOGY

Cortical and Hippocampal Correlates of Deliberation during Model-Based Decisions for Rewards in Humans

(2013) Aaron M. Bornstein et al.   PLoS Computational Biology

Modelling Trial-by-Trial Changes in the Mismatch Negativity

(2013) Falk Lieder et al.   PLoS Computational Biology

A Neuronal Model of Predictive Coding Accounting for the Mismatch Negativity

(2012) C. Wacongne et al.   JOURNAL OF NEUROSCIENCE

Rational regulation of learning dynamics by pupil-linked arousal systems

(2012) Matthew R Nassar et al.   NATURE NEUROSCIENCE

Slow Cortical Dynamics and the Accumulation of Information over Long Timescales

(2012) Christopher J. Honey et al.   NEURON

Sensitivity to Complex Statistical Regularities in Rat Auditory Cortex

(2012) Amit Yaron et al.   NEURON

Prior Expectation Mediates Neural Adaptation to Repeated Sounds in the Auditory Cortex: An MEG Study

(2011) A. Todorovic et al.   JOURNAL OF NEUROSCIENCE

Cardinal rules: visual orientation perception reflects knowledge of environmental statistics

(2011) Ahna R Girshick et al.   NATURE NEUROSCIENCE

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

(2011) P. Berkes et al.   SCIENCE

Perception of randomness: On the time of streaks

(2010) Yanlong Sun et al.   COGNITIVE PSYCHOLOGY

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Statistically optimal perception and learning: from behavior to neural representations

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

Decision-theoretic models of visual perception and action

(2010) Laurence T. Maloney et al.   VISION RESEARCH

Human Visual System Automatically Encodes Sequential Regularities of Discrete Events

(2009) Motohiro Kimura et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Neural signature of the conscious processing of auditory regularities

(2009) T. A. Bekinschtein et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Perceptions of randomness: Why three heads are better than four.

(2009) Ulrike Hahn et al.   PSYCHOLOGICAL REVIEW

Trial-by-Trial Fluctuations in the Event-Related Electroencephalogram Reflect Dynamic Changes in the Degree of Surprise

(2008) R. B. Mars et al.   JOURNAL OF NEUROSCIENCE

Neural repetition suppression reflects fulfilled perceptual expectations

(2008) Christopher Summerfield et al.   NATURE NEUROSCIENCE

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