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Movement related directional tuning from broadband electrocorticography in humans

机译:人类宽带电压的运动相关方向调谐

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Directional tuning is the tendency for cortical neurons to exhibit a peak firing rate when a limb is moved in a preferred direction. This phenomenon has been used to underpin decoding strategies in many brain-machine interface (BMI) systems. Although it is well established that individual motor neurons can be decoded using directional tuning, this is not as well understood at the scale of cortical local field potentials (LFPs). This study investigates the directional tuning properties of broadband electrocorticography (ECoG) recorded during a center-out task from two human participants. Selected bipolar ECoG channels demonstrated directional tuning in signal power from 85 - 250 Hz for both subjects. Directional tuning was observed across sensorimotor cortex, as well as frontal areas of cortex. The presence of directional tuning in broadband ECoG suggests the potential use of tuning curves as the basis of a LFP based BMI system.
机译:定向调谐是皮质神经元在优选方向上移动时表现出峰发射速率的趋势。这种现象已被用于在许多脑机接口(BMI)系统中进行解码策略。虽然很好地确定了各个电机神经元可以使用定向调谐解码,但是在皮质局部场电位(LFPS)的规模上也不太了解。本研究调查了在两个人参与者中录制期间录制的宽带电压(ECOG)的定向调整特性。选择的双极ECOG频道在两个受试者的85 - 250 Hz的信号功率上展示了定向调谐。在Sensorimotor皮质中观察到定向调整,以及皮质的正面区域。宽带ECOG中的定向调谐的存在表明,在基于LFP的BMI系统的基础上,调整曲线的潜在使用。

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