Division Algorithms and Implementations
IEEE Transactions on Computers
Microelectronic design of fuzzy logic-based systems
Microelectronic design of fuzzy logic-based systems
Hardware architecture and FPGA implementation of a type-2 fuzzy system
Proceedings of the 14th ACM Great Lakes symposium on VLSI
Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
VLSI hardware architecture for complex fuzzy systems
IEEE Transactions on Fuzzy Systems
Interval type-2 fuzzy logic systems: theory and design
IEEE Transactions on Fuzzy Systems
Equalization of nonlinear time-varying channels using type-2 fuzzy adaptive filters
IEEE Transactions on Fuzzy Systems
Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems
IEEE Transactions on Fuzzy Systems
Hardware architecture and FPGA implementation of a type-2 fuzzy system
Proceedings of the 14th ACM Great Lakes symposium on VLSI
Fuzzy logic hardware implementation for pneumatic control of one DOF pneumatic robot
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA
Applied Soft Computing
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This paper presents an architectural proposal for a hardware-based interval type-2 fuzzy inference system. First, it presents a computational model which considers parallel inference processing and type reduction based on computing inner and outer bound sets. Taking into account this model, we conceived a hardware architecture with several pipeline stages for full parallel execution of type-2 fuzzy inferences. The architectural proposal is used for specifying a type-2 fuzzy processor with reconfigurable rule base, which is implemented over FPGA technology. Implementation results show that this processor performs more than 30 millions of type-2 fuzzy inferences per second.