Modeling working memory and decision making using generic neural microcircuits

Abstract

Classical behavioral experiments to study working memory typically involve three phases, First the subject receives a stimulus, then holds it in the working memory, and finally makes a decision by comparing it with another stimulus. A neurocomputational model using generic neural microcircuits with feedback is presented here that integrates the three computational stages into a single unified framework. The architecture is tested using the two-interval discrimination and delayed-match-to-sample experimental paradigms as benchmarks. © Springer-Vorlag Berlin Heidelberg 2006.