Analysis of orthogonal memory patterns

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	Analysis of orthogonal memory patterns
	Li YJ; Wang XD; Chen C; Li YJ Acad Sinica Inst Semicond Artificial Neural Network Grp POB 912 Beijing 100083 Peoples R China.
	1998
会议名称	5th International Conference on Neural Information Processing (ICONIP 98) / 1998 Annual Conference of the Japanese-Neural-Network-Society (JNNS 98)
会议录名称	ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3
页码	939-942
会议日期	OCT 21-23, 1998
会议地点	KITAKYUSHU, JAPAN
出版地	1-3 KANDA NISHIKI-CHO, CHIYODA-KU, TOKYO, 101, JAPAN
出版者	OHMSHA LTD
ISBN	4-274-90259-5
部门归属	acad sinica, inst semicond, artificial neural network grp, beijing 100083, peoples r china
摘要	It is well known that the storage capacity may be large if all memory patterns are orthogonal to each other. In this paper, a clear description is given about the relation between the dimension N and the maximal number of orthogonal vectors with components +/-1, and also the conception of attractive index is proposed to estimate the basin of attraction. Theoretic analysis and computer simulation show that each memory pattern's basin of attraction contains at least one Hamming ball when the storage capacity is less than 0.33N which is better than usual 0.15 N.
关键词	Orthogonal Memory Patterns Dimension Storage Capacity Basin Of Attraction Hamming Ball Neural Networks
学科领域	人工智能
主办者	Japanese Neural Network Soc.; Asian Pacific Neural Network Assembly.
收录类别	CPCI-S
语种	英语
文献类型	会议论文
条目标识符	http://ir.semi.ac.cn/handle/172111/13809
专题	中国科学院半导体研究所（2009年前）
通讯作者	Li YJ Acad Sinica Inst Semicond Artificial Neural Network Grp POB 912 Beijing 100083 Peoples R China.
推荐引用方式 GB/T 7714	Li YJ,Wang XD,Chen C,et al. Analysis of orthogonal memory patterns[C]. 1-3 KANDA NISHIKI-CHO, CHIYODA-KU, TOKYO, 101, JAPAN:OHMSHA LTD,1998:939-942.