What are some neurobiological models that are useful for NLP applications?
I believe this field is generally known as Biologically inspired cognitive architectures, to which the BICA Society is dedicated.
See their proceedings for details:
· Biologically Inspired Cognitive Architectures 2012
· Biologically Inspired Cognitive Architectures 2011
· Biologically Inspired Cognitive Architectures 2010