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指出了传统的ART2神经网络对渐变过程不敏感的局限性,建立了新的ART2神经网络模型,与传统模型相比,增加了伴随神经元和重置系统B。开发了相应的MATLAB程序,模拟实验表明新的ART2神经网络能够分辨渐变过程。
The limitation of the traditional ART2 neural network which is insensitive to the gradual process is pointed out, and a new ART2 neural network model is established. Compared with the traditional model, the accompanying neurons and resetting system B are added. The corresponding MATLAB program has been developed. Simulation experiments show that the new ART2 neural network can distinguish the gradual change process.