An improved BP algorithm for pattern recognition
文献类型：会议论文
| 作者 | Zeng YJ ; Wang XD ; Wang SJ |
| 出版日期 | 1998 |
| 会议名称 | 4th international conference on signal processing (icsp 98) |
| 会议日期 | oct 12-16, 1998 |
| 会议地点 | beijing, peoples r china |
| 关键词 | BP algorithm pattern recognition neural network misclassification rate |
| 页码 | 1327-1330 |
| 通讯作者 | zeng yj chinese acad sci inst semicond pob 912 beijing 100083 peoples r china. |
| 中文摘要 | an improved bp algorithm for pattern recognition is proposed in this paper. by a function substitution for error measure, it resolves the inconsistency of bp algorithm for pattern recognition problems, i.e. the quadratic error is not sensitive to whether the training pattern is recognized correctly or not. trained by this new method, the computer simulation result shows that the convergence speed is increased to treble and performance of the network is better than conventional bp algorithm with momentum and adaptive step size. |
| 英文摘要 | an improved bp algorithm for pattern recognition is proposed in this paper. by a function substitution for error measure, it resolves the inconsistency of bp algorithm for pattern recognition problems, i.e. the quadratic error is not sensitive to whether the training pattern is recognized correctly or not. trained by this new method, the computer simulation result shows that the convergence speed is increased to treble and performance of the network is better than conventional bp algorithm with momentum and adaptive step size.; 于2010-10-29批量导入; made available in dspace on 2010-10-29t06:37:12z (gmt). no. of bitstreams: 1 2997.pdf: 253233 bytes, checksum: d908859e12567303f2f3d201c394ef3e (md5) previous issue date: 1998; chinese inst electr.; signal proc soc.; ieee signal proc soc.; inst elect engineers.; union radio sci int.; ieee beijing sect.; natl nat sci fdn china.; cie comm ursi.; ieee comp soc beijing chapter.; ieee sp soc beijing chapter.; chinese acad sci, inst semicond, beijing 100083, peoples r china |
| 收录类别 | CPCI-S |
| 会议主办者 | chinese inst electr.; signal proc soc.; ieee signal proc soc.; inst elect engineers.; union radio sci int.; ieee beijing sect.; natl nat sci fdn china.; cie comm ursi.; ieee comp soc beijing chapter.; ieee sp soc beijing chapter. |
| 会议录 | icsp '98: 1998 fourth international conference on signal processing, proceedings, vols i and ii
 |
| 会议录出版者 | ieee ; 345 e 47th st, new york, ny 10017 usa |
| 学科主题 | 人工智能 |
| 会议录出版地 | 345 e 47th st, new york, ny 10017 usa |
| 语种 | 英语 |
| ISBN号 | 0-7803-4325-5 |
| 源URL | [http://ir.semi.ac.cn/handle/172111/13839]  |
| 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 | Zeng YJ,Wang XD,Wang SJ. An improved BP algorithm for pattern recognition[C]. 见:4th international conference on signal processing (icsp 98). beijing, peoples r china. oct 12-16, 1998. |
入库方式： OAI收割
来源：半导体研究所
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