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Towards a virtual C. elegans: A framework for simulation and visualization of the neuromuscular system in a 3D physical environment

机译:走向虚拟秀丽隐杆线虫:在3D物理环境中模拟和可视化神经肌肉系统的框架

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摘要

The nematode C. elegans is the only animal with a known neuronal wiring diagram, or "connectome". During the last three decades, extensive studies of the C. elegans have provided wide-ranging data about it, but few systematic ways of integrating these data into a dynamic model have been put forward. Here we present a detailed demonstration of a virtual C. elegans aimed at integrating these data in the form of a 3D dynamic model operating in a simulated physical environment. Our current demonstration includes a realistic flexible worm body model, muscular system and a partially implemented ventral neural cord. Our virtual C. elegans demonstrates successful forward and backward locomotion when sending sinusoidal patterns of neuronal activity to groups of motor neurons. To account for the relatively slow propagation velocity and the attenuation of neuronal signals, we introduced "pseudo neurons" into our model to simulate simplified neuronal dynamics. The pseudo neurons also provide a good way of visualizing the nervous system's structure and activity dynamics.
机译:线虫秀丽隐杆线虫是唯一具有已知神经元接线图或“连接组”的动物。在过去的三十年中,秀丽隐杆线虫的广泛研究提供了有关它的广泛数据,但是很少有人提出将这些数据整合到动态模型中的系统方法。在这里,我们展示了虚拟线虫的详细演示,该线虫旨在以在模拟物理环境中运行的3D动态模型的形式集成这些数据。我们目前的演示包括逼真的蠕虫蠕虫身体模型,肌肉系统和部分实施的腹侧神经索。当将正弦曲线模式的神经元活动发送给运动神经元组时,我们的虚拟秀丽隐杆线虫演示了成功的前进和后退运动。为了说明相对较慢的传播速度和神经元信号的衰减,我们在模型中引入了“伪神经元”以模拟简化的神经元动力学。伪神经元还提供了可视化神经系统结构和活动动态的好方法。

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