3 papers
math.NA2025
Bi-Band ECoGNet for ECoG Decoding on Classification Task
Changqing Ji
In the application of brain-computer interface (BCI), being able to accurately decode brain signals is a critical task. For the multi-class classification task of brain signal ECoG…
math.NA2024
A Simple Channel Compression Method for Brain Signal Decoding on Classification Task
Changqing Ji, Keisuke Kawasaki, Isao Hasegawa +1
In the application of brain-computer interface (BCI), while pursuing accurate decoding of brain signals, we also need consider the computational efficiency of BCI devices. ECoG sig…
math.NA2024
Explainable MST-ECoGNet Decode Visual Information from ECoG Signal
Changqing JI
In the application of brain-computer interface (BCI), we not only need to accurately decode brain signals,but also need to consider the explainability of the decoding process, whic…