Our main research theme is to investigate brain functions (a) measured by various neuroimaging (NI) modalities such as magnetic resonance imaging (MRI) and electroencephalography (EEG) and (b) analyzed by various machine learning and deep learning (ML/DL) techniques. We believe that the corresponding findings can be gainfully applied to potential applications such as health care systems and enhancement of human performance.

Brain engineering in healthcare applications and enhancement of human performance via NI modalities and M / DL techniques are possible?

• Jinwoo received a Poster Award at KHBM 2021! Many congratulations!!
• We awarded a new research grant on Imaging-Genetics!
• Dr. Kim awarded a post-doctoral fellowship! Many congrats!!
• We have recently gone through two weeks of the BSPL seminar series! Please check out in the Lab News tab including this (Feb. 27, 2021)
• Dong-Youl’s paper on real-time fMRI neurofeedback for cigarette craving has been accepted in NeuroReport! Many Congratulations!! (Feb. 16, 2021)
• Dong-Youl successfully defended his doctoral thesis on real-time fMRI neurofeedback! Many Congratulations, Dr. Kim!! (Dec. 08, 2020)
• Our paper, “fMRI volume classification using a 3D convolutional neural network robust to shifted and scaled neuronal activations” (Vu, Kim, Jung, Lee) has been accepted in NeuroImage! Many Congrats!!
• Minyoung Jung’s poster, “Investigation of image and sound processing of the human brain using multisensory stimuli” (Jung MY, Lee WW, Niv Lustig, Choi MS, Lee JH) has received public attention in closing ceremony of OHBM 2020! Many Congrats!
• Our paper, “fMRI multivoxel pattern analysis reveals neuronal substrates for collaboration and competition with myopic and predictive strategic reasoning” (Kim DY, Jung E, Zhang J, Lee SY, Lee JH) has been accepted in Human Brain Mapping. Many Congrats!
• Our collaborative paper, “Can we predict real-time fMRI neurofeedback learning success from pre-training brain activity?” has been accepted in Human Brain Mapping. Many Congrats!
• Our paper on eye-tracking based naturalistic viewing method (HC Kim, S Jin, S Jo, JH Lee) has been accepted in NeuroImage. Many Congrats!
• We have successfully hosted the 3-day AFNI Bootcamp in Korea University (Nov. 22-24, 2019)!
• Our collaborative work on rt-fMRI-NF has been accepted in F1000 Research. Many Congrats!
• Our collaborative work on rt-fMRI-NF has been accepted in J. Affective Disorder. Many Congrats!
• Hyun-Chul and Hojin’s paper on deep belief networks for rfMRI data has been accepted in J. Neurosci. Methods. Many Congrats!
• Dong-Youl received the Best Poster paper award at Future Healthy Aging and Restoring Biomechanics 2019, Many Congrats!
• Dr. Kim departs new journey as a post-doctoral fellow at Harvard Medical School. Many Congrats and wish him a good luck!
• Hyun-Chul’s paper on real-time fMRI using mediation analysis has been accepted in NeuroImage. Many Congrats!
• Niv received the Best Poster paper award at the Brain Engineering Society of Korea (BESK) Winter symposium 2019, Many Congrats!
• We have started a joint project with HMC as the A& I NVH Lab!

• OHBM 2022, Glasgow, Scotland, June 19 - 23, 2022!

If you are interested in joining our lab, please send your bio/personal statement and/or CV to PI.

BSPL 연구실에서는 이러한 연구들에 관심있는 석사, 석-박통합, 박사과정 학생 및 연구원을 모집하고 있습니다. 관심있는 분은 간단한 자기소개와 CV 등을 이메일로 보내주시고, 추가적으로 궁금한 사항을 문의하기 위한 면담을 요청해 주시기 바랍니다.

BSPL, Department of Brain and Cognitive Engineering, Colleage of Informatics, Korea University