Better Cell Assemblies

by Chris Huyck and Ritwik Kulkarni

http://www.cwa.mdx.ac.uk/chris/talks/bica15/intro.html

c.huyck@mdx.ac.uk

BICA 2015, November 2015

Hebb published the idea of Cell Assemblies (CAs) in 1949, and it's largely agreed that we have them.

If you have a concept, say cat, it is represented by a CA.

CAs are thus central to neuropsychology, and biological cognitive architectures.

CAs are sets of neurons that can fire persistently, are learned, fire synchronously, and are each a relatively small subset of all the neurons.

The problem is that our models using simulated neurons do not do a very good job of implementing CAs.