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Application of Optimized Neural Network In Data Processing

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成果类型:
会议论文
作者:
Jianjun WU
作者机构:
[Jianjun WU] Hunan City University
语种:
中文
关键词:
Adaptive resonance;Learning algorithm;Neurons;Resonance
年:
2017
页码:
90-95
会议时间:
2017-06
机构署名:
本校为第一机构
摘要:
As the ART2 neural network clustering occurs normalization in the data inputting mode by vector and nonlinear transformation pretreatment process is easy to be filtered as a substrate for an important, but a minor component of the noise, while there are still phenomenon of the drifting mode in the learning process due to the correction of the value of weight, this paper proposes an improved method of ART2 neural network. The improved method stores the amplitude information in the learning process, and it is considering the shortest distance of being inputted into the center of the cluster, inc...

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