A novel continuous-time neural network for realizing associative memory
文献类型：期刊论文
| 作者 | Tao, Q ; Fang, TJ; Qiao, H
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| 刊名 | IEEE TRANSACTIONS ON NEURAL NETWORKS
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| 出版日期 | 2001-05 |
| 卷号 | 12期号:2页码:418-423 |
| 关键词 | associative memory basin of attraction equilibrium points neural networks projection operator |
| 通讯作者 | Tao, Q |
| 英文摘要 | A novel neural network is proposed in this paper for realizing associative memory. The main advantage of the neural network is that each prototype pattern is stored if and only if as an asymptotically stable equilibrium point. Furthermore, the basin of attraction of each desired memory pattern is distributed reasonably (in the Hamming distance sense), and an equilibrium paint that is not asymptotically stable is really the state that cannot be recognized. The proposed network also has a high storage as well as the capability of learning and forgetting, and all its components can be implemented. The network considered is a very simple linear system with a projection on a closed convex set spanned by the prototype patterns. The advanced performance of the proposed network is demonstrated by means of simulation of a numerical example. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/12580]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_机器人应用与理论组 |
| 作者单位 | Acad Sinica, Hefei Inst Intelligent Machines |
| 推荐引用方式 GB/T 7714 | Tao, Q,Fang, TJ,Qiao, H. A novel continuous-time neural network for realizing associative memory[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2001,12(2):418-423. |
| APA | Tao, Q,Fang, TJ,&Qiao, H.(2001).A novel continuous-time neural network for realizing associative memory.IEEE TRANSACTIONS ON NEURAL NETWORKS,12(2),418-423. |
| MLA | Tao, Q,et al."A novel continuous-time neural network for realizing associative memory".IEEE TRANSACTIONS ON NEURAL NETWORKS 12.2(2001):418-423. |
入库方式： OAI收割
来源：自动化研究所
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