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Existence of internal post-ingestive salt sensing in drosophila

机译:果蝇内部消食后盐感的存在

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BCI that the bimanual movement signal had a differ- ent feature, unlike the unimanual movement signal. Through these contents, the previous study used the arm movement classifiers to improve BCI performance. But there was the problem that classifier had low accuracy for categorizing the arm movement. In this paper, we used the deep neural network structure for increasing accu- racy. Furthermore, we adopted a feature visualization method of the grouped class to confirm the primary indicator used for the clas- sification. Because of this, in the future, we will be able to research via a comparison between neurological features and the visualized features and expect this study to be widely used in the BCI field.
机译:BCI认为,与单​​向运动信号不同,双向运动信号具有不同的功能。通过这些内容,先前的研究使用了手臂运动分类器来改善BCI性能。但是存在一个问题,即分类器对手臂运动进行分类的准确性较低。在本文中,我们使用了深度神经网络结构来提高准确性。此外,我们采用了分组类的特征可视化方法,以确认用于分类的主要指标。因此,将来,我们将能够通过神经功能和可视化功能之间的比较进行研究,并希望这项研究能够在BCI领域得到广泛应用。

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