{"title":"基于线性MOS晶体管网络的低功耗模拟模糊规则实现","authors":"O. Landolt","doi":"10.1109/MNNFS.1996.493776","DOIUrl":null,"url":null,"abstract":"An analog fuzzy rule circuit is proposed, which is based on a network of MOS transistors exploited as linear resistive elements. A low number of transistors are needed for each rule circuit, because the same devices cumulate several processing steps of the computation. Another property of the circuit is that the power consumed by a given rule is nearly zero when the weight of that rule is zero. This property enables an efficient use of power in integrated circuits containing fuzzy rule arrays, since normally only a few rules are active simultaneously. In addition, the proposed circuit features an analog center-of-gravity defuzzification circuit which can process digitally stored parameters without local D/A conversion. A completely functional research prototype with 80 rules was fabricated in a 2 /spl mu/m CMOS technology. The chip core area is 1.32 mm/sup 2/, the power consumption is 850 nW with a 1.8 V supply, and the 90% settling time in response to an input step is less than 400 /spl mu/s.","PeriodicalId":151891,"journal":{"name":"Proceedings of Fifth International Conference on Microelectronics for Neural Networks","volume":"108 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1996-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"Low-power analog fuzzy rule implementation based on a linear MOS transistor network\",\"authors\":\"O. Landolt\",\"doi\":\"10.1109/MNNFS.1996.493776\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"An analog fuzzy rule circuit is proposed, which is based on a network of MOS transistors exploited as linear resistive elements. A low number of transistors are needed for each rule circuit, because the same devices cumulate several processing steps of the computation. Another property of the circuit is that the power consumed by a given rule is nearly zero when the weight of that rule is zero. This property enables an efficient use of power in integrated circuits containing fuzzy rule arrays, since normally only a few rules are active simultaneously. In addition, the proposed circuit features an analog center-of-gravity defuzzification circuit which can process digitally stored parameters without local D/A conversion. A completely functional research prototype with 80 rules was fabricated in a 2 /spl mu/m CMOS technology. The chip core area is 1.32 mm/sup 2/, the power consumption is 850 nW with a 1.8 V supply, and the 90% settling time in response to an input step is less than 400 /spl mu/s.\",\"PeriodicalId\":151891,\"journal\":{\"name\":\"Proceedings of Fifth International Conference on Microelectronics for Neural Networks\",\"volume\":\"108 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1996-02-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of Fifth International Conference on Microelectronics for Neural Networks\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MNNFS.1996.493776\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of Fifth International Conference on Microelectronics for Neural Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MNNFS.1996.493776","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Low-power analog fuzzy rule implementation based on a linear MOS transistor network
An analog fuzzy rule circuit is proposed, which is based on a network of MOS transistors exploited as linear resistive elements. A low number of transistors are needed for each rule circuit, because the same devices cumulate several processing steps of the computation. Another property of the circuit is that the power consumed by a given rule is nearly zero when the weight of that rule is zero. This property enables an efficient use of power in integrated circuits containing fuzzy rule arrays, since normally only a few rules are active simultaneously. In addition, the proposed circuit features an analog center-of-gravity defuzzification circuit which can process digitally stored parameters without local D/A conversion. A completely functional research prototype with 80 rules was fabricated in a 2 /spl mu/m CMOS technology. The chip core area is 1.32 mm/sup 2/, the power consumption is 850 nW with a 1.8 V supply, and the 90% settling time in response to an input step is less than 400 /spl mu/s.