OTHER
Design of differential Near-Infrared Spectroscopy based Brain Machine Interface
Hitoshi Matsuyama, Hajime Asama, Mihoko Otake
- 发表年份
- 2009
- 引用次数
- 13
摘要
Near-infrared spectroscopy (NIRS) is a non-invasive technology for measuring brain activity. Recently, the number of research papers on brain machine interface (BMI) based on NIRS technology is increasing. NIRS is a safe and convenient technique but its measurement results are unstable. To improve reliability of NIRS-based BMI, methods to extract stable data from NIRS signals are necessary. This paper describes a reliable NIRS-based BMI system we have developed. The feasibility of the method was demonstrated through generating motion of a humanoid robot.
关键词
Reliability (semiconductor)Interface (matter)Computer scienceBrain–computer interfaceHumanoid robotNear-infrared spectroscopyArtificial intelligenceRobotMedicineNeuroscience
相关论文
OTHER
📊 26,957 引用
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 引用
Artificial intelligence: a modern approach
1995
OTHER
开放获取📊 20,501 引用
Fractional Differential Equations
Igor Podlubný
2025
OTHER
📊 18,993 引用
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991