뇌를 이해하기위한 이론 및 계산과학적 방법을 개발하고 적용하는 연구를 합니다.
뇌 기능 발현 메커니즘을 연구, 이에 기반한 뇌치료기법 연구, 정보처리 과정에 대한 이해 및 이를 활용한 새로운 인공지능 기법 연구를 진행하고 있습니다.
Welcome to BTG (Brain Theory Group) at Pukyong National University led by Jiyoung Kang. We are developing new computational and theoretical methods to reveal fundamental principles of brain function based on brain activity signals.
Currently, in the BTG, the following projects are ongoing:
1) Developments of the multiscale and multimodal brain dynamics models which can explain various brain activity data (e.g., electrophysiology data, neuroimaging data, genetic information, and behavioral data)
2) Biologically plausible brain plasticity model toward to develop adaptive brain treatment schemes for each individual
3) NeuroImage and behavioral data analysis with machine learning techniques
4) Developments of information theory and novel artificial intelligence (AI) for understanding the brain
Keywords: Computational Brain Science, Network Science, Artificial Intelligence