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从人工大脑记录的复杂声刺激的人工耳蜗植入物 EEG 伪迹。

The Cochlear Implant EEG Artifact Recorded From an Artificial Brain for Complex Acoustic Stimuli.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2018 Feb;26(2):392-399. doi: 10.1109/TNSRE.2018.2789780.

Abstract

UNLABELLED

Electroencephalographic (EEG) recordings provide objective estimates of listeners' cortical processing of sounds and of the status of their speech perception system. For profoundly deaf listeners with cochlear implants (CIs), the applications of EEG are limited because the device adds electric artifacts to the recordings. This restricts the possibilities for the neural-based metrics of speech processing by CI users, for instance to gauge cortical reorganization due to individual's hearing loss history. This paper describes the characteristics of the CI artifact as recorded with an artificial head substitute, and reports how the artifact is affected by the properties of the acoustical input signal versus the settings of the device.

METHODS

We created a brain substitute using agar that simulates the brain's conductivity, placed it in a human skull, and performed EEG recordings with CIs from three different manufacturers. As stimuli, we used simple and complex non-speech stimuli, as well as naturally produced continuous speech. We examined the effect of manipulating device settings in both controlled experimental CI configurations and real clinical maps.

RESULTS

An increase in the magnitude of the stimulation current through the device settings increases also the magnitude of the artifact. The artifact recorded to speech is smaller in magnitude than for non-speech stimuli due to signal-inherent amplitude modulations.

CONCLUSION

The CI EEG artifact for speech appears more difficult to detect than for simple stimuli. Since the artifact differs across CI users, due to their individual clinical maps, the method presented enables insight into the individual manifestations of the artifact.

摘要

未加标签

脑电图(EEG)记录提供了听众对声音的皮层处理以及其语音感知系统状态的客观估计。对于使用人工耳蜗(CI)的深度聋人来说,EEG 的应用受到限制,因为设备会向记录中添加电伪影。这限制了基于神经的 CI 用户语音处理指标的可能性,例如,无法评估因个体听力损失史而导致的皮层重组。本文描述了使用人工头颅替代品记录的 CI 伪影的特征,并报告了伪影如何受到声音输入信号的特性与设备设置的影响。

方法

我们使用琼脂创建了一个模拟大脑导电性的大脑替代品,将其放置在人类头骨中,并使用来自三个不同制造商的 CI 进行 EEG 记录。作为刺激,我们使用了简单和复杂的非语音刺激,以及自然产生的连续语音。我们研究了通过设备设置在受控实验 CI 配置和真实临床图中进行操纵的效果。

结果

通过设备设置增加刺激电流的幅度也会增加伪影的幅度。由于信号固有幅度调制,记录到的语音的伪影幅度比非语音刺激小。

结论

与简单刺激相比,语音的 CI EEG 伪影似乎更难检测。由于由于每个患者的临床图不同,CI 使用者之间的伪影也不同,因此,所提出的方法可以深入了解伪影的个体表现。

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