Research

Connect the theoretical/computational neuroscientific problem with reinforcement learning algorithms

• Toward the biological model of the hippocampus as the successor representation agent(arXiv link, related poster, https://doi.org/10.1016/j.biosystems.2022.104612)

Apply machine learning techniques to neuroscience data

• Seo I, Lee H. Predicting transgenic markers of a neuron by electrophysiological properties using machine learning. Brain Research Bulletin 2019;150:102-10. http://dx.doi.org/10.1016/j.brainresbull.2019.05.012

Apply theoretical/computational neuroscientific findings to psychiatric problem

• Lee H, Kim Y-T. Depression and Anxiety Disorder in Perspective of Neurogenesis and Pattern Separation. J Korean Soc Biol Ther Psychiatry. 2020;26:5-13. http://kmbase.medric.or.kr/KMID/0605720200260010005

Develop medical AI based on neuroscience-inspired RL algorithm

• TO BE