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首页> 外文期刊>Journal of Computers >GPU Accelerated Simulation of Cardiac Activities
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GPU Accelerated Simulation of Cardiac Activities

机译:GPU加速了心脏活动的模拟

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—Much efforts have been made to develop realistic cardiac models for clinical and research purposes. However, to implement these models always needs to handle excessive computational loads due to the complex and dynamic natures of the heart given limited computational power of Central Processing Unit (CPU). In this paper, a real-time approach to cardiac modeling is proposed based on the Graphics Processing Unit (GPU). A hardware platform is first designed and tested with a simplified model to represent the cardiac activities. Motion of mesh-based heart is then approximated to simulate the movement of each vertex. Time functions are used within the GPU platform to describe the cardiac cycle. The parallel computing feature of GPU platform significantly speeds up the computation process in real-time with over 140,000 vertices motion based on the time functions. The program is developed on top of CUDA architecture proposed and developed by nVIDIA. Computational Experiments show visualization of the cardiac dynamics is significantly benefiting from this new solution. Further improvement of the GPU based cardiac simulation is discussed.
机译:- 为临床和研究目的开发了逼真的心脏模型的努力。然而,为了实现这些模型,始终需要处理由于心脏的综合性和动态自然而导致的过度计算负载给定中央处理单元(CPU)的有限计算能力。在本文中,基于图形处理单元(GPU)提出了一种基于心脏建模的实时方法。首先使用简化模型设计和测试硬件平台以表示心动活动。然后近似网格的心脏的运动以模拟每个顶点的运动。在GPU平台内使用时间函数来描述心动周期。 GPU平台的并行计算功能在实时加速计算过程,基于时间函数的超过140,000个顶点运动。该计划是由NVIDIA提出和开发的CUDA架构的顶部开发的。计算实验表明,心脏动态的可视化是从这种新解决方案中受益的显着受益。讨论了基于GPU的心脏模拟的进一步改进。

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