Dynamic Fuzzy Neural Network Method Research of the Glide Window and Pruning Technology
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Dynamic Fuzzy Neural Network Method Research of the Glide Window and Pruning Technology
Acta Scientiarum Naturalium Universitatis SunYatseniVol. 49, Issue 1, Pages: 48-52(2010)
作者机构:
1. 佛山科学技术学院计算机系,广东,佛山,528000
2.
3. 哈尔滨工业大学电子工程系,黑龙江,哈尔滨,150001
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Published:2010,
Published Online:25 January 2010,
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Dynamic Fuzzy Neural Network Method Research of the Glide Window and Pruning Technology. [J]. Acta Scientiarum Naturalium Universitatis SunYatseni 49(1):48-52(2010)
DOI:
Dynamic Fuzzy Neural Network Method Research of the Glide Window and Pruning Technology. [J]. Acta Scientiarum Naturalium Universitatis SunYatseni 49(1):48-52(2010)DOI:
Dynamic Fuzzy Neural Network Method Research of the Glide Window and Pruning Technology
one kind of new dynamic fuzzy neural network algorithm was proposed. The algorithms main feature is to maintain the fixed length of data by using glide window technology and avoid the data being saturated. The Pruning technology was used to make the network architecture unsustained growth
and avoid the fitting and the training phenomenon
thus
it has guaranteed systems panability. Finally
the approach ability of the dynamic fuzzy neural network was confirmed through the control of blood pressure. The simulation results show that the use of sliding window and pruning techniques DFNN controller has good performance.
Research on Adaptive Dynamic Fuzzy Neural Network #br#
Algorithms with Gauss Activation Function and Eigenvalue #br#
Decomposition Pruning Technologies
Research Based on D-FNN Algorithm on the Nonlinear Dynamic System Identification
The Rule Criteria and Pruning Strategy Based on D-FNN Algorithm Research
Dynamic fuzzy neural network algorithm based on EKF and TLS
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Related Institution
School of Science, Foshan University
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