Analysis of orthogonal memory patterns
文献类型：会议论文
| 作者 | Li YJ ; Wang XD ; Chen C |
| 出版日期 | 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) |
| 会议日期 | oct 21-23, 1998 |
| 会议地点 | kitakyushu, japan |
| 关键词 | orthogonal memory patterns dimension storage capacity basin of attraction Hamming ball NEURAL NETWORKS |
| 页码 | 939-942 |
| 通讯作者 | li yj acad sinica inst semicond artificial neural network grp pob 912 beijing 100083 peoples r china. |
| 中文摘要 | 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. |
| 英文摘要 | 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.; 于2010-10-29批量导入; made available in dspace on 2010-10-29t06:37:07z (gmt). no. of bitstreams: 0 previous issue date: 1998; japanese neural network soc.; asian pacific neural network assembly.; acad sinica, inst semicond, artificial neural network grp, beijing 100083, peoples r china |
| 收录类别 | CPCI-S |
| 会议主办者 | japanese neural network soc.; asian pacific neural network assembly. |
| 会议录 | 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
 |
| 会议录出版者 | ohmsha ltd ; 1-3 kanda nishiki-cho, chiyoda-ku, tokyo, 101, japan |
| 学科主题 | 人工智能 |
| 会议录出版地 | 1-3 kanda nishiki-cho, chiyoda-ku, tokyo, 101, japan |
| 语种 | 英语 |
| ISBN号 | 4-274-90259-5 |
| 源URL | [http://ir.semi.ac.cn/handle/172111/13809]  |
| 专题 | 半导体研究所_中国科学院半导体研究所（2009年前） |
| 推荐引用方式 GB/T 7714 | Li YJ,Wang XD,Chen C. Analysis of orthogonal memory patterns[C]. 见:5th international conference on neural information processing (iconip 98) / 1998 annual conference of the japanese-neural-network-society (jnns 98). kitakyushu, japan. oct 21-23, 1998. |
入库方式： OAI收割
来源：半导体研究所
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