{"title":"A novel model of associative memory with biorthogonal properties","authors":"Ke-Lin Chen, Yu Ting, P. Yan","doi":"10.1109/IJCNN.1991.170379","DOIUrl":null,"url":null,"abstract":"A novel model of associative memory with biorthogonal properties is presented which can be viewed as an improved version of T. Kohonen's (1977) linear model of associative memory. An iterative algorithm is developed which makes the proposed model directly usable without any limit condition. Several characteristics of the model which are very similar to biological phenomena are discussed. It is shown that the optimal value of an associative memory can always be obtained in the proposed model. Compared with Kohonen's model, the proposed model has many characteristics closer to the human functions of memory, and can be more conveniently and unconditionally applied in any linear physical system.<<ETX>>","PeriodicalId":211135,"journal":{"name":"[Proceedings] 1991 IEEE International Joint Conference on Neural Networks","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1991-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"[Proceedings] 1991 IEEE International Joint Conference on Neural Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IJCNN.1991.170379","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
A novel model of associative memory with biorthogonal properties is presented which can be viewed as an improved version of T. Kohonen's (1977) linear model of associative memory. An iterative algorithm is developed which makes the proposed model directly usable without any limit condition. Several characteristics of the model which are very similar to biological phenomena are discussed. It is shown that the optimal value of an associative memory can always be obtained in the proposed model. Compared with Kohonen's model, the proposed model has many characteristics closer to the human functions of memory, and can be more conveniently and unconditionally applied in any linear physical system.<>
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
![[Proceedings] 1991 IEEE International Joint Conference on Neural Networks](/Content/css/sci/img/zetp.jpg)
求助内容：
应助结果提醒方式：
扫码关注我们
