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

Learning a theory of causality.

(2011) Noah D. Goodman et al.   PSYCHOLOGICAL REVIEW

Letting structure emerge: connectionist and dynamical systems approaches to cognition

(2010) James L. McClelland et al.   TRENDS IN COGNITIVE SCIENCES

Probabilistic models of cognition: exploring representations and inductive biases

(2010) Thomas L. Griffiths 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

Structured statistical models of inductive reasoning.

(2009) Charles Kemp et al.   PSYCHOLOGICAL REVIEW

Detecting and predicting changes

(2008) Scott D. Brown et al.   COGNITIVE PSYCHOLOGY

The discovery of structural form

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

Bayesian generic priors for causal learning.

(2008) Hongjing Lu et al.   PSYCHOLOGICAL REVIEW