Classification of Brain Responses to the Various Spice Odors

Önder Aydemir, Hilal Altun, Ebru Ergün
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Abstract

Since one of the main goal of the human brain is to take and evaluate stimuli that comes from sensory organs, it is possible to measure their functionality. In this study we classified the electroencephalography signals which were recorded during four different kinds of spice odors including peppermint, clove, thyme and rosemary were smelling. Additionally we investigated to find out which odor pair was the most discriminative by classifying all the combinations of odor pairs. The achieved classification accuracy rate of 75.96% showed that peppermint-clove odor pair was the most discriminative. Based on the obtained results it is believed that this research has increased the variability of the scent-based experiment and greatly contributes to such studies for evaluating the function of the olfactory organ.
大脑对各种香料气味反应的分类
由于人类大脑的主要目标之一是接受和评估来自感觉器官的刺激,因此测量它们的功能是可能的。本研究对闻薄荷、丁香、百里香、迷迭香四种不同香料气味时记录的脑电图信号进行了分类。此外,我们通过对所有气味对组合进行分类,找出哪一对气味对最具判别性。获得的分类准确率为75.96%,表明薄荷-丁香气味对的鉴别能力最强。根据所获得的结果,我们认为本研究增加了基于气味的实验的可变性,并为评估嗅觉器官功能的研究做出了巨大贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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