2013年
CONSISTENT ESTIMATION OF THE HEMODYNAMIC RESPONSE FUNCTION IN FNIRS
2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)
- ,
- 開始ページ
- 1281
- 終了ページ
- 1285
- 記述言語
- 英語
- 掲載種別
- 研究論文(国際会議プロシーディングス)
- DOI
- 10.1109/ICASSP.2013.6637857
- 出版者・発行元
- IEEE
Non-parametric hemodynamic response function (HRF) estimation in noisy functional near-infrared spectroscopy (fNIRS) plays an important role when investigating the temporal dynamics of a brain region response during activations. Assuming the drift Lipschitz continuous; a new algorithm for non-parametric HRF estimation from the oxygenated (HbO) and deoxygenated (HbR) fNIRS time-series is derived in this paper. The proposed algorithm estimates the HRF by applying a first order differencing to the fNIRS time series samples. It is shown that the proposed HRF estimator is root N consistent. Its performance is assessed using both simulated and a real fNIRS data set obtained from a motor activity experiment. The application results reveal that the proposed HRF estimation method is efficient both computationally and in terms of accuracy.
- リンク情報
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- DOI
- https://doi.org/10.1109/ICASSP.2013.6637857
- Web of Science
- https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000329611501092&DestApp=WOS_CPL
- URL
- http://www.scopus.com/inward/record.url?eid=2-s2.0-84890501795&partnerID=MN8TOARS
- URL
- http://orcid.org/0000-0003-2942-0183
- ID情報
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- DOI : 10.1109/ICASSP.2013.6637857
- ISSN : 1520-6149
- ORCIDのPut Code : 48212731
- SCOPUS ID : 84890501795
- Web of Science ID : WOS:000329611501092