文献类型： 会议论文

第一作者： Larissa C. Schudlo

作者： Larissa C. Schudlo ¹ ; Sabine Weyand ¹ ; Tom Chau ² ;

作者机构： 1.Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital

2.Institute of Biomaterials and Biomedical Engineering, University of Toronto

会议名称： Annual International Conference of the IEEE Engineering in Medicine and Biology Society

主办单位：

页码： 1996-1999

摘要： Single-trial classification of near-infrared spectroscopy (NIRS) signals for brain-computer interface (BCI) applications has recently gained much attention. This paper reviews research in this area conducted at the PRISM lab (University of Toronto) to date, as well as directions for future work. Thus far, research has included classification of hemodynamic changes induced by the performance of various mental tasks in both offline and online settings, as well as offline classification of cortical changes evoked by different affective states. The majority of NIRS-BCI work has only involved able-bodied individuals. However, preliminary work involving individuals from target BCI-user populations is also underway. In addition to further testing with users with severe disabilities, ongoing and future research will focus on enhancing classification accuracies, communication speed and user experience.

分类号： Q81-53