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Simulation Infrastructure for Modeling Large Scale Neural Systems

机译:大型神经系统建模的仿真基础架构

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摘要

This paper describes the Large-scale Edge Node Simulator, a problem solving environment for the implementation of large scale models of neural systems. This work was motivated by the absence of adequate modeling tools for this domain. The object-oriented Large-scale Edge Node Simulator was developed after a rigorous requirements analysis for this class of simulations. An example use of this environment for a complex neural simulation of cortical plasticity is presented. It is shown that the Large-scale Edge Node Simulator is capable of meeting the challenges of simulating large scale models of neural systems.
机译:本文介绍了大规模边缘节点模拟器,这是一个用于实现神经系统大规模模型的问题解决环境。这项工作的动力是缺乏针对该领域的适当建模工具。在针对此类仿真进行了严格的需求分析之后,开发了面向对象的大规模边缘节点仿真器。给出了使用这种环境进行皮质可塑性的复杂神经模拟的示例。结果表明,大规模边缘节点模拟器能够应对模拟神经系统大规模模型的挑战。

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