AI in Neuroinformatics
Brain Decoding for Understanding Brain Function
Developing a deep learning model that precisely reconstructs sensory perceptions from brain activity data—reconstructing images, sounds, and text—while advancing our understanding
Graph-based Network Modeling for Brain Analysis
Developing a graph-based network model to analyze brain functional and structural characteristics for an in-depth understanding of brain connectivity and organization
Developing a Foundation Model for Brain Representation and Functional Analysis
Developing a foundation model to represent brain features, enabling diverse tasks like gender classification, age prediction, and brain disease diagnosis for enhanced understanding