Sparse coding and challenges for Bayesian models of the brain

作者:Trappenberg Thomas*; Hollensen Paul
来源:Behavioral and Brain Sciences, 2013, 36(3): 232-233.
DOI:10.1017/S0140525X12002300

摘要

While the target article provides a glowing account for the excitement in the field, we stress that hierarchical predictive learning in the brain requires sparseness of the representation. We also question the relation between Bayesian cognitive processes and hierarchical generative models as discussed by the target article.

  • 出版日期2013-6