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Brain-machine interface via real-time fMRI: preliminary study on thought-controlled robotic arm.

机译:通过实时功能磁共振成像的脑机接口:对思想控制的机械臂的初步研究。

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摘要

Real-time functional MRI (rtfMRI) has been used as a basis for brain-computer interface (BCI) due to its ability to characterize region-specific brain activity in real-time. As an extension of BCI, we present an rtfMRI-based brain-machine interface (BMI) whereby 2-dimensional movement of a robotic arm was controlled by the regulation (and concurrent detection) of regional cortical activations in the primary motor areas. To do so, the subjects were engaged in the right- and/or left-hand motor imagery tasks. The blood oxygenation level dependent (BOLD) signal originating from the corresponding hand motor areas was then translated into horizontal or vertical robotic arm movement. The movement was broadcasted visually back to the subject as a feedback. We demonstrated that real-time control of the robotic arm only through the subjects' thought processes was possible using the rtfMRI-based BMI trials.
机译:实时功能MRI(rtfMRI)已被用作脑机接口(BCI)的基础,因为它具有实时表征特定区域大脑活动的能力。作为BCI的扩展,我们提出了一种基于rtfMRI的脑机接口(BMI),其中机械臂的二维运动由主要运动区域中区域皮质激活的调节(和同时检测)控制。为此,受试者要进行左右手运动成像任务。然后,将来自相应手部运动区域的依赖于血液氧合水平的信号(BOLD)转换为水平或垂直机械臂运动。该运动以视觉反馈的方式回传给对象。我们证明了使用基于rtfMRI的BMI试验仅通过受试者的思维过程对机器人手臂进行实时控制是可能的。

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