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A Study of the Rat's Turning Behaviors Based on Electrical Brain Stimulation

机译:基于脑电刺激的大鼠转弯行为研究

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Animal-robots have unique advantages compared with conventional robots. Nevertheless, the mechanism of animal's brain for motor control is still unclear. Therefore, adult male Sprague-Dawley (SD) rats are chosen as the rat-robots to investigate the rat's turning behaviors based on electrical brain stimulation. In this paper, we control the turning movements of rat through stimulating the Somatosensory Barrel Field Cortex (S1BF) area of rat's brain. In order to find out the relationship between different parameters of electrical stimulation and rat's turning behaviors, we design an electrical stimulation system which is composed of hardware part and software part. Specifically, when stimulating the rat, we utilize the image processing method combining histogram of oriented gradient (HOG) and support vector machine (SVM) to analyze rat's turning behaviors. Finally, we find that the turning angle of rat approximately linearly increases with stimulation time, and exponentially increases with voltage amplitude. The respective R2 value is 0.947, 0.954. While as the stimulation frequency increases, the turning angle increases first and then decreases.
机译:与传统机器人相比,动物机器人具有独特的优势。尽管如此,动物大脑运动控制的机制仍不清楚。因此,选择成年雄性Sprague-Dawley(SD)大鼠作为大鼠机器人,以研究基于脑电刺激的大鼠转弯行为。在本文中,我们通过刺激大鼠大脑的体感桶状视场皮层(S1BF)区域来控制大鼠的转弯运动。为了找出电刺激的不同参数与大鼠转弯行为之间的关系,设计了一种由硬件部分和软件部分组成的电刺激系统。具体而言,在刺激大鼠时,我们利用图像处理方法结合了定向梯度直方图(HOG)和支持向量机(SVM)来分析大鼠的转弯行为。最后,我们发现大鼠的转角随刺激时间线性增加,并随电压幅度呈指数增加。各自的R 2 值是0.947、0.954。随着刺激频率的增加,转弯角先增大,然后减小。

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