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Yu-Wei Tsao
Researcher at National Chung Hsing University
Publications - 3
Citations - 402
Yu-Wei Tsao is an academic researcher from National Chung Hsing University. The author has contributed to research in topics: Fuzzy set operations & Defuzzification. The author has an hindex of 3, co-authored 3 publications receiving 374 citations.
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Journal ArticleDOI
A Self-Evolving Interval Type-2 Fuzzy Neural Network With Online Structure and Parameter Learning
Chia-Feng Juang,Yu-Wei Tsao +1 more
TL;DR: This paper proposes a self-evolving interval type-2 fuzzy neural network (SEIT2FNN) with online structure and parameter learning, which is applied to simulations on nonlinear plant modeling, adaptive noise cancellation, and chaotic signal prediction.
Journal ArticleDOI
A Type-2 Self-Organizing Neural Fuzzy System and Its FPGA Implementation
Chia-Feng Juang,Yu-Wei Tsao +1 more
TL;DR: The learned T2SONFS is hardware implemented in a field-programmable gate array chip to verify functionality of the designed circuits and implementation techniques are proposed to simplify the complex computation process of a type-2 fuzzy system.
Journal ArticleDOI
A Self-Evolving Interval Type-2 Fuzzy Neural Network for Nonlinear Systems Identification
TL;DR: An on-line clustering method is proposed to generate fuzzy rules which flexibly partition the input space and Comparisons with identification using other type-1 and type-2 fuzzy systems verify the performance of the SEIT2FNN.