Motor Restoration Based on the Brain–Machine Interface Using Brain Surface Electrodes: Real-Time Robot Control and a Fully Implantable Wireless System
Masayuki Hirata, Kojiro Matsushita, Takufumi Yanagisawa, Tetsu Goto, Shayne Morris, Hiroshi Yokoi, Takafumi Suzuki, Takeshi Yoshida, Fumihiro Satō, Osamu Sakura, Yukiyasu Kamitani, Toshiki Yoshimine
- 发表年份
- 2012
- 引用次数
- 4
摘要
Abstract The brain–machine interface (BMI) is a new approach to the man–machine interface, which enables us to control machines and to communicate with others without input devices, but directly using brain signals. We describe our integrative approach to develop a BMI system using brain surface electrodes for motor and communication control in severely disabled people. This includes effective brain signal recording, accurate neural decoding, robust robot control, a wireless fully implantable device, a non-invasive evaluation of surgical indications, etc. In addition, the inspection and addressing of neuroethical issues is indispensible when undertaking work in this field. Keywords: BRAIN–MACHINE INTERFACENEURAL DECODINGREAL-TIMEPROSTHETIC ARMIMPLANTABLE DEVICE
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002