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Spatial Filtering for Gamma Oscillation Detection and Analysis in Auditory Evoked Experiment

机译:伽马振荡检测和听觉诱发实验分析的空间滤波

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Recently, gamma oscillations have gained much attention as a potential solution to the binding problem. However, it is well known that gamma oscillation recordings have relatively small amplitude and low signal-to-noise ratio (SNR). In this study we investigate the use of adaptive spatial filtering techniques to detect and analyze gamma activity in auditory evoked response experiments, based on the difference in topography of slow auditory evoked response and gamma oscillations. A 37-channel SQUID magnetometer was used to record auditory responses evoked by monaural presentation of base and target tones. Synchronized gamma activity was observed for all subjects and had a spatial pattern distinct from that of the slow auditory evoked response. Preliminary localization results show activation of frontal areas across all subjects studied. Use of this spatial information allows construction of adaptive spatial filters to increase the SNR of the gamma oscillations and to improve the precision of source localization.
机译:最近,伽玛振荡已经引起了潜在的结合问题的潜在解决方案。然而,众所周知,伽马振荡记录具有相对小的幅度和低信噪比(SNR)。在这项研究中,我们研究了使用自适应空间过滤技术来检测和分析听觉诱发反应实验中的γ活性,基于慢性听觉诱发反应和伽马振荡的形貌差异。 37通道鱿鱼磁力计用于记录通过单声道呈碱基和目标音调引起的听觉响应。观察到所有受试者的同步伽马活动,并且具有不同于慢动觉诱发反应的空间模式。初步定位结果显示研究所有受试者的正面区域的激活。使用此空间信息允许构造自适应空间滤波器以增加伽马振荡的SNR,并提高源定位的精度。

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