Fuzzy logic systems and medical applications

被引:34
|
作者
Vlamou, Elena [1 ]
Papadopoulos, Basil [1 ]
机构
[1] Democritus Univ Thrace, Dept Civil Engn, GR-67100 Xanthi, Greece
关键词
fuzzy logic systems; neuro-fuzzy networks; fuzzy logic inference; fuzzy controllers; Parkinson's disease;
D O I
10.3934/Neuroscience.2019.4.266
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The combination of Artificial Neural Networks and Fuzzy Logic Systems enables the representation of real-world problems via the creation of intelligent and adaptive systems. By adapting the interconnections between layers, Artificial Neural networks are able to learn. A computing framework based on the concept of fuzzy set and rules as well as fuzzy reasoning is offered by fuzzy logic inference systems. The fusion of the aforementioned adaptive structures is called a "Neuro-Fuzzy" system. In this paper, the main elements of said structures are examined. Researchers have noticed that this fusion could be applied for pattern recognition in medical applications.
引用
收藏
页码:266 / 272
页数:7
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