title: Symmetry and Systematicity
abstract: We argue that symmetry is an important consideration in addressing the problem
  of systematicity and investigate two forms of symmetry relevant to symbolic processes. 
  We implement this approach in terms of convolution and show that it can
  be used to achieve effective generalisation in three toy problems: rule learning,
  composition and grammar learning.
authors: Jeff Mitchell Jeff Bowers
hIndex: Jeff Bowers 35