首页> 外文会议>International Conference on Artificial Neural Networks - ICANN 2002, Aug 28-30, 2002, Madrid, Spain >A Corticospinal Network for Control of Voluntary Movements of a Physiologically Based Experimental Platform
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A Corticospinal Network for Control of Voluntary Movements of a Physiologically Based Experimental Platform

机译:皮质神经网络,用于控制基于生理的实验平台的自愿运动

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In this paper, we present a corticospinal network for control voluntary movements within constraints from neurophysiology. Neural controller is proposed to follow desired joint trajectories of a single link controlled by an agonist-antagonist pair of actuator with muscle-like properties. This research work involves the design and implementation of an efficient biomechanical model of the animal muscular actuation system. In this biomechanical system the implementation of a mathematical model for whole skeletal muscle force generation on DC motors is carried out. Through experimental results, we showed that neural controller exhibits key kinematic properties of human movements, dynamics compensation and including asymmetric bell-shaped velocity profiles. Neural controller suggests how the brain may set automatic and volitional gating mechanisms to vary the balance of static and dynamic feedback information to guide the movement command and to compensate for external forces.
机译:在本文中,我们提出了一个皮质神经网络,用于在神经生理学的约束下控制自愿运动。提出了一种神经控制器,其遵循由具有肌肉样特性的促动器的激动剂-拮抗剂对控制的单个链接的期望关节轨迹。这项研究工作涉及动物肌肉驱动系统的有效生物力学模型的设计和实现。在该生物力学系统中,执行了在直流电动机上产生整个骨骼肌力的数学模型。通过实验结果,我们表明神经控制器具有人体运动,动力学补偿和不对称钟形速度分布的关键运动学特性。神经控制器建议大脑如何设置自动和自愿门控机制,以改变静态和动态反馈信息的平衡,以指导运动命令并补偿外力。

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