The recursion problem
• Jacques was annoyed that Tony helped George
– One proposition can be part of another proposition.
How can we do this with neurons?
• One possibility is to use “reduced descriptions”. In
addition to having a full representation as a pattern
distributed over a large number of neurons, an entity
may have a much more compact representation that can
be part of a larger entity.
–  It’s a bit like pointers.
– We have the full representation for the object of
attention and reduced representations for its
constituents.
– This theory requires mechanisms for compressing full
representations into reduced ones and expanding
reduced descriptions into full ones.