The Brain as a Cognitive Architecture

Dr. Anthony S. Maida

Center for Advanced Computer Studies

Institute of Cognitive Science

University of Louisiana at Lafayette

 

Abstract

Cognitive science doctrine has, before the era of brain imaging, disregarded the brain as a viable substrate to describe cognitive architecture. Based on analogies to hierarchies in computer software and hardware, it was believed that the neural substrate was two low-level to address cognition. Neurophysiological reality has shown this view to be too strongly stated. In addition to the body of evidence from brain imaging, another kind of evidence that makes this point are the results from single-cell recording studies and studies that record from many localized cells. Since single neurons are very low level, the classical doctrine dictates that such results should be completely meaningless at the cognitive level.

The presentation will review the traditional view on cognitive architecture. We will then review the highlights of the single- and multiple-cell recording studies and point out their surprising relevance to the cognitive level. After that, we shall address one particular class of phenomena revealed by single-unit electrophysiology. Individual cells in the brain play a measureable role in representing individual concepts. We will finish by describing our own ongoing research that models the process of individual neurons acquiring this representational function.