Applied and Interdisciplinary Mathematics Seminar

University of Michigan

Winter 2007
Wednesday, 7 March, 3:10-4:00pm, 3088 East Hall

Modeling learning and forgetting in REM sleep

Victoria Booth

University of Michigan


Abstract

Pyramidal neurons in region CA1 of the rat hippocampus display place-specific firing as the animal explores a spatial environment, leading to the name "place cells". During REM sleep following exploration, place cells reactivate their firing in the same temporal patterns and on the same time scale as occurred during waking. It is hypothesized that this replay firing plays a role in the learning of the spatial memory or map constituted by place cell firing sequences. Poe et al (Brain Res 855:176-180, 2000) observed a change in the pattern of place cell reactivation firing in REM sleep that occurred over several days as the rat learned a new spatial environment. Specifically, the firing pattern changed from one that supported synaptic strengthening (long-term potentiation and learning) during the first 2 days to a pattern that supported synaptic weakening (depotentiation and forgetting) after the third day of exposure to the new environment. In simulation studies using a realistic CA1 pyramidal neuron model, we investigated neural mechanisms that account for this shift in reactivation firing pattern. In this talk, we describe our model of the neuronal components involved in place cell firing and our modeling results that suggest a novel pattern of synaptic plasticity that occurs during learning and memory consolidation.