Brain Science and Engineering using Neuroimaging Modality

Investigating brain functions measured by various neuroimaging modalities such as functional MRI (fMRI) and electroencephalography (EEG) toward potential applications such as brain health care systems including brain-computer interface (BCI) and brain-machine interface (BMI) to enhance human performance.



Our goal is to investigate brain functions measured via various neuroimaging modalities including functional MRI (fMRI) and electroencephalography (EEG) employing various signal processing techniques. We have done some interesting works including the fMRI data analyses using novel analytical methods such as independent vector analysis (IVA), iterative dual-regression of group independent component analysis (ICA) with a sparse prior to better estimate true neuronal activity, recursive principal component analysis (PCA) to EEG-segments of simultaneous EEG-fMRI data, and deep neural network to fMRI data. The developed methods would gainfully be applied to the neuroimaging data including fMRI, simultaneous EEG-fMRI, and real-time fMRI based neurofeedback method. Based on correct understanding of human brain functions, we would like to focus on the brain engineering including the BCI/BMI and ultimately on preclinical applications to develop an option to diagnose and treat the various neuropsychiatric illnesses such as depression, schizophrenia, and substance abuse. We believe that the proper analytical methods to exploit the hidden information of the neuroimaging data would lead to better understanding of the human brain and to better engineer the brain and ultimately toward enhancement of quality of life.


Now, the Question is..

Brain engineering and brain healthcare applications as well as enhancement of human performance via neuroimaging modalities are possible?

Upcoming Conferences & Workshops

- The Twenty-ninth Annual Conference on Neural Information Processing Systems (NIPS 2015), December 07-12, 2015, December 07-12, 2015, Montreal Convention Centre, Canada.
Showing posts 1 - 2 of 29. View more »
  • General Board
  • [News] How Changeable Is Gender? There's been an argument on how to categorize the gender of human being and recent neuroscience research suggests that gender identity may exist on a spectrum and that gender ...
    Posted Aug 27, 2015, 6:49 PM by 김성민
  • [News] Scientists Control Mouse Brain by Remote Control (No Photo Attached)Team from Washington University School of Medicine and the University of Illinois was able to plant a device to several mice with a brain damage. They were ...
    Posted Jul 28, 2015, 10:52 PM by 김성민
Showing posts 1 - 2 of 146. View more »