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介绍了神经网络的学习算法，并给出了四种分类。分析了神经的控制原理和软硬件应用技术，探讨了神经网络的应用途径。论述了神经网络在焊接过程建模和焊接质量控制中的应用方法及其局限性。指出神经网络的应用有赖于理论的成熟和微电子器件技术的突破。
Introduced the neural network learning algorithm, and gives four categories. The principle of neural control and the application of hardware and software are analyzed, and the application of neural network is discussed. The application and limitation of neural network in welding process modeling and welding quality control are discussed. It is pointed out that the application of neural network depends on the maturity of theory and the breakthrough of microelectronic device technology.