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J-GLOBAL ID：202302215913118172   Reference number：23A3099187

Design and implementation of ANFIS on FPGA and verification with class classification problems

ANFISのFPGAへの設計・実装とクラス分類問題での検証

Author (3)： UTAMI MOEGI (高知工科大) ,  HOSHINO YUKINOBU (高知工科大) ,  RATHNAYAKE Namal (東大)
Material： ファジィシステムシンポジウム講演論文集(CD-ROM)  (ファジィシステムシンポジウム(CD-ROM))
Volume： 39th  Page： ROMBUNNO.2D4-3  Publication year： 2023 
JST Material Number： L0486B  ISSN： 1882-0212  Document type： Proceedings
Article type： 短報  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *FPGA ,...
Semi thesaurus term： class separation ,...

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JST classification (3)： Special-purpose arithmetic and control units  (JC04030Y) ,  Neurocomputers  (JC06010Q) ,  System and control theory in general  (IA02010H)

Reference (6)：

• Gomez-Pulido, Juan A, Vega-Rodriguez, Miguel A, Sanchez-Perez, Juan M, Priem-Mendes, Silvio, Carreira, Vitor: “Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison”, Genetic Programming and Evolvable Machines, Vol. 12, pp. 403-427, 2011.
• Takagi, Tomohiro, Sugeno, Michio: “Fuzzy identification of systems and its applications to modeling and control”, IEEE Transactions on Systems, Man, and Cybernetics, Vol. SMC-15, No. 1, pp. 116-132, 1985.
• Jang, J.-S.R.: “ANFIS: adaptive-network-based fuzzy inference system”, IEEE Transactions on Systems, Man, and Cybernetics, Vol. 23, No. 3, pp. 665-685, 1993.
• Shirazi, Nabeel, Walters, Al, Athanas, Peter: ”Quantitative analysis of floating point arithmetic on FPGA based custom computing machines”, Proceedings IEEE Symposium on FPGAs for Custom Computing Machines, pp. 155-162. IEEE, 1995.
• Kim, HyunJin, Choi, Kang-Il: “A Pipelined Non-Deterministic Finite Automaton-Based String Matching Scheme Using Merged State Transitions in an FPGA”, PloS one, Vol. 11, No. 10, p. e0163535, 2016.

Terms in the title (7)： ANFIS ,  FPGA ,  設計 ,  実装 ,  クラス ,  分類 ,  検証