针对 ASSR 的听觉刺激小波分析

Stephanie Christell Hernández Muñoz, J. R. Reséndiz
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引用次数: 0

摘要

听觉稳态反应(ASSR)是对恒定刺激的恒定反应,可在频率较快的信号下产生。它们的行为类似于准正弦信号。它们从刺激引起的生物电活动中捕获,但在被视为噪声的不需要的大脑活动下,因此获取这些信号需要一种算法来减少噪声。在这项工作中,我们将一个信号作为产生这类反应的刺激信号进行分析,并研究了一种算法,因为它的行为与激起的反应类似。该算法包括小波变换,用于减少信号被污染后的噪音。我们进行了多次比较,并使用了不同种类的母小波,以选择一种降噪效果最好的方法。计算了每种方法的均方误差。
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Wavelet analysis of auditory stimuli for ASSR
The Auditory Steady State Responses (ASSR) are constant responses to constant stimuli, which can be generated under signals with fast frequencies. They follow a behavior similar to quasi-sinusoidal signals. They capture from the bioelectric activity caused by the stimulus, but they are under unwanted brain activity considered as noise, so the acquisition of these signals requires an algorithm to reduce it. In this work, a signal is analyzed as a stimulus for generation of these kinds of responses and because of its behavior similar to the response that provoked, an algorithm is studied. It includes the Wavelet Transform for reduction of noise after the signal is contaminated. Several comparisons were made and they used different kind of mother Wavelets, in order to choose one that contributes to the greatest noise reduction. The mean squared error in each approach was calculated.
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