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个人简介
My primary research interest is in analysis and modeling of human cognitive event-related brain dynamics as captured by high-dimensional EEG, MEG and other imaging modalities including simultaneous eye tracking and body motion capture, an approach I have termed mobile brain/body imaging (MoBI).
Brain imaging analysis approaches I and colleagues have pioneered include time-frequency analysis, independent component analysis (ICA), and neural network and machine learning methods. With Mark Inlow, Tzyy-Ping Jung and others, I have studied the dynamics of performance and electrophysiology accompanying alertness lapses during sustained monitoring tasks, and have used the results of this research to design real-time alertness monitoring systems, an example of the rapidly emerging field of neural human-system interface technology. I was the originator and remain the PI and co-developer with Arnaud Delorme of the widely used EEGLAB signal processing environment for MATLAB.
研究兴趣
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SCIENTIFIC DATAno. 1 (2023): 1-18
arXiv (Cornell University) (2023)
Frontiers in Neuroimaging (2023): 1331404-1331404
2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE)pp.205-210, (2023)
Hiroyuki Kambara, Wan Hee Cho,Hyeonseok Kim, Rikiya Oya, Yusuke Kitami, Makoto Kobayashi,Supat Saetia, Tsuneo Kagawa,Hirokazu Tanaka,Makoto Miyakoshi,John R. Iversen,Scott Makeig,
IDWpp.1095-1095, (2022)
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