Kaixi Tian

Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces

Current brain-computer interfaces primarily decode single motor variables, limiting natural control requiring simultaneous multi-dimensional extraction. We introduce Multi-dimensional Neural Decoding (MND), a task that simultaneously extracts multiple motor variables (direction, position, velocity,