Computational EEG Analysis -

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Résumé :

Prof. Chang-Hwan Im graduated from the School of Electrical Engineering of Seoul National University, Korea, in 1999. He received his MS and PhD from the same university in 2001 and 2005, respectively. He worked as a Post-doctor in the Department of Biomedical Engineering at the University of Minnesota, MN, USA, from 2005 to 2006. From 2006 to 2011, he worked for the Department of Biomedical Engineering at Yonsei University, Korea, as an Assistant/Associate Professor. Since 2011, he has been working for the Department of Biomedical Engineering at Hanyang University, Korea, as a Professor. His research interests cover various fields of computational neuroengineering, especially brain-computer interfaces, the diagnosis of neuropsychiatric diseases, noninvasive brain stimulation, bioelectromagnetic source imaging, neuromarketing, and dynamic neuroimaging. He has authored more than 150 articles in peer-reviewed international journals. He is currently a Director of the Computational Neuroengineering Laboratory of Hanyang University, and he is Associate Editors of Biomedical Engineering Letters, Experimental Neurobiology, and Brain-Computer Interfaces.

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Biographie:

Prof. Chang-Hwan Im graduated from the School of Electrical Engineering of Seoul National University, Korea, in 1999. He received his MS and PhD from the same university in 2001 and 2005, respectively. He worked as a Post-doctor in the Department of Biomedical Engineering at the University of Minnesota, MN, USA, from 2005 to 2006. From 2006 to 2011, he worked for the Department of Biomedical Engineering at Yonsei University, Korea, as an Assistant/Associate Professor. Since 2011, he has been working for the Department of Biomedical Engineering at Hanyang University, Korea, as a Professor. His research interests cover various fields of computational neuroengineering, especially brain-computer interfaces, the diagnosis of neuropsychiatric diseases, noninvasive brain stimulation, bioelectromagnetic source imaging, neuromarketing, and dynamic neuroimaging. He has authored more than 150 articles in peer-reviewed international journals. He is currently a Director of the Computational Neuroengineering Laboratory of Hanyang University, and he is Associate Editors of Biomedical Engineering Letters, Experimental Neurobiology, and Brain-Computer Interfaces.

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Sommaire:

Part I. Introduction.-?Chapter 1.? Basics of EEG: Generation, Acquisition and Applications of EEG?- Chang-Hwan Im.-?Part II. Methods.-?Chapter 2.?Preprocessing of EEG - Sung-Phil Kim.-?Chapter 3.?EEG Spectral Analysis?- Do-Won Kim and Chang-Hwan Im.-?Chapter 4.?The Analysis of Event-Related Potentials?- Marco Congedo.-?Chapter 5.? EEG Source Imaging and Multimodal Neuroimaging?- Yingchun Zhang.- Chapter 6.?Methods for Functional Connectivity Analysis - Jeong-Woo Choi and Kyung-Hwan Kim.-?Part III. Applications.-?Chapter 7.?Computational EEG Analysis for the Diagnosis of Psychiatric?Illnesses?- Seung-Hwan Lee and Yeonsoo Park.-?Chapter 8.?Analysis of EEG in Medically Intractable Epilepsy?- Ki-Young Jung.-?Chapter 9.?Computational EEG Analysis for Brain-Computer Interfaces?- Garett D. Johnson and Dean J. Krusienski.-?Chapter 10.?EEG Analysisfor Hyperscanning and Social Neuroscience?- Dan Zhang.