Design Space Tradeoff in VLSI Implementations of Mixed-Signal Neuro-Fuzzy Processors
نویسندگان
چکیده
Mixed-signal VLSI design provides a tradeoff between the fast and compact but fixed analog implementations of neuro/fuzzy feedforward algorithms and the programmable but area and power consuming digital counterparts. In this paper, a sequentiality study of such systems is performed. Basic blocks for sequential mixed-signal neural and fuzzy computing are proposed, and two sequential example processors are described. Feedback from the designed processors and subcircuits allowed considering the technology constraints for analysis and extension to different sequentiality degrees.
منابع مشابه
Mixed-signal VLSI for neural and fuzzy sequential processors
A sequentiality study for mixed-signal VLSI implementations of neuro/fuzzy feedforward algorithms is presented. Implications of sequential processing and mixed-signal operation are derived. Basic building blocks for sequential mixed-signal neural and fuzzy computing are proposed, and two sequential example processors are described. Feedback from designed processors and subcircuits allows consid...
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