IEEE - Institute of Electrical and Electronics Engineers, Inc. - Sequential estimation of gating variables from voltage traces in single-neuron models by particle filtering

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Pau Closas ; Antoni Guillamon
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 1,262 - 1,266
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6637853
Regular:

This paper addresses the problem of inferring voltage traces and ionic channel activity from noisy intracellular recordings in a neuron. A particle filtering method with optimal importance density... View More

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