The three-dimensional rotation neural network | |
Shuai, J. W. ; Zheng, J. C. ; Chen, Z. X. ; Liu, R. T. ; Wu, B. X. ; Shuai JW(帅建伟) | |
刊名 | http://dx.doi.org/10.1016/S0378-4371(96)00465-7 |
1997-04-15 | |
关键词 | ASSOCIATIVE MEMORY HOPFIELD MODEL PATTERNS NUMBER RECOGNITION CAPACITY DYNAMICS NEURONS |
英文摘要 | The storage capacity of the three-dimensional rotation neural network model is;discussed by using the signal-to-noise theory. Some results discussed in the Hopfield model, the complex phasor model and the Hamilton neural network are obtained. Compared to other multistate neural networks, a novel property of the model is that the storage capacity for a tired neuronal state varies with the different combinations of numbers of rotation angles and axes. The maximum storage capacity can be obtained for a special combination of numbers of rotation angles and axes. |
语种 | 英语 |
内容类型 | 期刊论文 |
源URL | [http://dspace.xmu.edu.cn/handle/2288/69048] |
专题 | 物理技术-已发表论文 |
推荐引用方式 GB/T 7714 | Shuai, J. W.,Zheng, J. C.,Chen, Z. X.,et al. The three-dimensional rotation neural network[J]. http://dx.doi.org/10.1016/S0378-4371(96)00465-7,1997. |
APA | Shuai, J. W.,Zheng, J. C.,Chen, Z. X.,Liu, R. T.,Wu, B. X.,&帅建伟.(1997).The three-dimensional rotation neural network.http://dx.doi.org/10.1016/S0378-4371(96)00465-7. |
MLA | Shuai, J. W.,et al."The three-dimensional rotation neural network".http://dx.doi.org/10.1016/S0378-4371(96)00465-7 (1997). |
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