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Conf Proc IEEE Eng Med Biol Soc. 2008;2008:3679. doi: 10.1109/IEMBS.2008.4650006.

Assessment of hippocampal and autonomic neural activity by point process models.

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1
Neuroscience Statistics Research Laboratory, Dept of Anesthesia and Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.

Abstract

The development of statistical models that accurately describe the stochastic structure of neural oscillations is a fast growing area in quantitative research. In developing a novel statistical paradigm based on Bayes' theorem and the theory of point processes, we focused our recent research on two applications. The first studies how hippocampal neural activity represents and transmits information, whereas the second is aimed at characterizing activity of the central autonomic network as involved in cardiovascular control.

PMID:
19163509
PMCID:
PMC2652877
DOI:
10.1109/IEMBS.2008.4650006
[Indexed for MEDLINE]
Free PMC Article
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