Compressed Sensing Framework Applying Independent Component Analysis after Undersampling for Reconstructing Electroencephalogram Signals-Reference-Cited by-同舟云学术

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Compressed Sensing Framework Applying Independent Component Analysis after Undersampling for Reconstructing Electroencephalogram Signals

Published:2020-12-01 Issue:12 Volume:E103.A Page:1647-1654
ISSN:0916-8508
Container-title:IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
language:en
Short-container-title:IEICE Trans. Fundamentals

Author:

KANEMOTO Daisuke¹,KATSUMATA Shun²,AIHARA Masao³,OHKI Makoto⁴

Affiliation:

1. Division of Electrical, Electronic and Information Engineering, Osaka University

2. Integrated Graduate School of Medicine, Engineering, and Agricultural Sciences, University of Yamanashi

3. Graduate School of Medicine, University of Yamanashi

4. Graduate Faculty of Interdisciplinary Research, University of Yamanashi

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Signal Processing

Link

https://www.jstage.jst.go.jp/article/transfun/E103.A/12/E103.A_2020EAP1058/_pdf

Reference25 articles.

1. [1] H.R. Mohseni, A. Maghsoudi, and M.B. Shamsollahi, “Seizure detection in EEG signals: A comparison of different approaches,” Proc. IEEE Engineering in Medicine and Biology Society, pp.6724-6727, Sept. 2006. 10.1109/iembs.2006.260931

2. [2] T. Musha, H. Matsuzaki, Y. Kobayashi, Y. Okamoto, M. Tanaka, and T. Asada, “EEG markers for characterizing anomalous activities of cerebral neurons in NAT (neuronal activity topography) method,” IEEE Trans. Biomed. Eng., vol.60, no.8, pp.2332-2338, Aug. 2013. 10.1109/tbme.2013.2255101

3. [3] D. Gangopadhyay, E.G. Allstot, A.M.R. Dixon, K. Natarajan, S. Gupta, and D.J. Allstot, “Compressed sensing analog front-end for bio-sensor applications,” IEEE J. Solid-State Circuits, vol.49, no.2, pp.426-438, Feb. 2014. 10.1109/jssc.2013.2284673

4. [4] X. Zou, L. Feng, and H. Sun, “Robust compressive sensing of multichannel EEG signals in the presence of impulsive noise,” Information Sciences, vol.429, pp.120-129, March 2018. 10.1016/j.ins.2017.11.002

5. [5] A. Hyvärinen, J. Karhumen, and E. Oja, Independent Component Analysis, John Wiley & Sons, 2001.

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