教師資料查詢 | 類別: 期刊論文 | 教師: 許輝煌 Hsu Hui-huang (瀏覽個人網頁)

標題:Incremental backpropagation learning networks
學年84
學期2
出版(發表)日期1996/05/01
作品名稱Incremental backpropagation learning networks
作品名稱(其他語言)
著者Fu, Li-min; Hsu, Hui-huang; Principe, Jose C.
單位淡江大學資訊工程學系
出版者Piscataway: Institute of Electrical and Electronics Engineers (IEEE)
著錄名稱、卷期、頁數IEEE Transactions on Neural Networks 7(3), pp.751-761
摘要How to learn new knowledge without forgetting old knowledge is a key issue in designing an incremental-learning neural network. In this paper, we present a new incremental learning method for pattern recognition, called the “incremental backpropagation learning network”, which employs bounded weight modification and structural adaptation learning rules and applies initial knowledge to constrain the learning process. The viability of this approach is demonstrated for classification problems including the iris and the promoter domains
關鍵字
語言英文
ISSN1045-9227
期刊性質國外
收錄於
產學合作
通訊作者
審稿制度
國別美國
公開徵稿
出版型式電子版
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