{"title":"二维连续时间神经网络","authors":"S. Belbas","doi":"10.1109/IJCNN.1999.831577","DOIUrl":null,"url":null,"abstract":"We examine certain aspects of neural networks based on controlled 2D systems representable as ordinary differential equations: the use of the asymptotic behaviour of 2D dynamical systems for optimal design, and the use of optimal control of 2D controlled systems for devising learning strategies.","PeriodicalId":157719,"journal":{"name":"IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)","volume":"25 13","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1999-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Neural networks in 2-D continuous time\",\"authors\":\"S. Belbas\",\"doi\":\"10.1109/IJCNN.1999.831577\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We examine certain aspects of neural networks based on controlled 2D systems representable as ordinary differential equations: the use of the asymptotic behaviour of 2D dynamical systems for optimal design, and the use of optimal control of 2D controlled systems for devising learning strategies.\",\"PeriodicalId\":157719,\"journal\":{\"name\":\"IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)\",\"volume\":\"25 13\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1999-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IJCNN.1999.831577\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IJCNN.1999.831577","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
We examine certain aspects of neural networks based on controlled 2D systems representable as ordinary differential equations: the use of the asymptotic behaviour of 2D dynamical systems for optimal design, and the use of optimal control of 2D controlled systems for devising learning strategies.
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