The neural networks have many advantages such as nonlinear map, self-learning, distributional memory, parallel processing and so on.

神经网络则具有非线性映射、自学习能力、分布存储能力及并行处理信息等优点。

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Effectiveness is introduced as a function object. By nonlinear map ability of neural network, all state information is used to build a logical decision standard.

引入效能概念作为决策信息融合的性能指标，借助神经网络的非线性映射能力，充分利用全状态信息离线建立了合理的决策准则。

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In this approach, the integral operator kernel functions is used to realize the nonlinear map from the raw feature space of gear vibration signals to high dimensional feature space.

该方法通过计算齿轮振动信号原始特征空间的内积核函数来实现原始特征空间到高维特征空间的非线性映射。

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