DocumentCode
741171
Title
Data compression of excitatory postsynaptic potentials
Author
Hyejin An ; Kab-mun Cha ; Se-young Choi ; Hyun-Chool Shin
Author_Institution
Dept. of Electron. Eng., Soongsil Univ., Seoul, South Korea
Volume
51
Issue
18
fYear
2015
Firstpage
1407
Lastpage
1409
Abstract
Reducing the size of biosignal data is important because a huge amount of data is made by various experiments. In this reported work excitatory postsynaptic potentials (EPSPs) which are one of the biosignal types are efficiently compressed. To the best of authors´ knowledge, EPSPs compression has not been studied yet. The EPSP signal has a feature that the adjacent signals in a single excitatory postsynaptic potential have similar characteristics. Using this feature, a method is proposed which removes the temporal redundancy and statistical redundancy of EPSPs. The compressed and reconstructed EPSPs are similar to the original signal without the loss of analytic information.
Keywords
bioelectric potentials; data compression; medical signal processing; neurophysiology; signal reconstruction; statistical analysis; EPSP compression; EPSP reconstruction; biosignal data; data compression; excitatory postsynaptic potentials; statistical redundancy; temporal redundancy;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el.2015.1133
Filename
7229571
Link To Document