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Phys. Rev. E 78, 041905 (2008) [10 pages]

From network heterogeneities to familiarity detection and hippocampal memory management

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Jane X. Wang
Applied Physics Program, University of Michigan, Ann Arbor, Michigan 48109, USA

Gina Poe
Department of Anesthesiology and Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, Michigan 48109-5615, USA

Michal Zochowski*
Department of Physics, Biophysics Program, Michigan Center for Theoretical Physics, University of Michigan, Ann Arbor, Michigan 48109, USA

Received 30 June 2008; revised 8 August 2008; published 3 October 2008

Hippocampal-neocortical interactions are key to the rapid formation of novel associative memories in the hippocampus and consolidation to long term storage sites in the neocortex. We investigated the role of network correlates during information processing in hippocampal-cortical networks. We found that changes in the intrinsic network dynamics due to the formation of structural network heterogeneities alone act as a dynamical and regulatory mechanism for stimulus novelty and familiarity detection, thereby controlling memory management in the context of memory consolidation. This network dynamic, coupled with an anatomically established feedback between the hippocampus and the neocortex, recovered heretofore unexplained properties of neural activity patterns during memory management tasks which we observed during sleep in multiunit recordings from behaving animals. Our simple dynamical mechanism shows an experimentally matched progressive shift of memory activation from the hippocampus to the neocortex and thus provides the means to achieve an autonomous off-line progression of memory consolidation.

© 2008 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.78.041905
DOI:
10.1103/PhysRevE.78.041905
PACS:
87.18.Sn, 87.19.lj, 87.19.lv, 87.19.lp

*michalz@umich.edu