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Thin-film high-density micro-electrocorticographic decoding of a human cortical gyrus

机译:人体皮质回的薄膜高密度微电皮层解码

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摘要

High-density electrocorticography (ECoG) arrays are promising interfaces for high-resolution neural recording from the cortical surface. Commercial options for high-density arrays are limited, and historically tradeoffs must be made between spatial coverage and electrode density. However, thin-film technology is a promising alternative for generating electrode arrays capable of large area coverage and high channel count, with resolution on the order of cortical columns in the functional surface unit of a human gyrus. Here, we evaluate the sensing performance of a high-density thin-film 128-electrode array designed specifically for recording the distributed neural activity of a single human cortical gyrus. We found robust field potential responses throughout the superior temporal gyrus evoked by speech sounds, and clear phonetic feature selectivity at the resolution of 2 mm inter-electrode distance. Decoding accuracy improved with increasing density of electrodes over all three patients tested. Thin-film ECoG has significant potential for high-density neural interface applications at the scale of a human gyrus.
机译:高密度脑电图(ECoG)阵列是从皮质表面进行高分辨率神经记录的有希望的接口。高密度阵列的商业选择是有限的,并且历史上必须在空间覆盖率和电极密度之间进行权衡。然而,薄膜技术是产生具有大面积覆盖范围和高通道数的电极阵列的有前途的替代方法,其分辨率约为人类回旋功能表面单元中皮质柱的数量级。在这里,我们评估高密度薄膜128电极阵列的传感性能,该阵列专门设计用于记录单个人类皮质回的分布式神经活动。我们在语音诱发的整个颞上回中发现了强大的场势响应,并且在2 mm电极间距离的分辨率下具有清晰的语音特征选择性。在所有测试的三名患者中,解码精度随电极密度的增加而提高。薄膜ECoG在人类回旋状的高密度神经接口应用中具有巨大潜力。

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