| ON THE STATISTICAL MECHANICS OF PROBABILISTIC MODELS OF NEURAL NETWORKS |
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| 作者姓名： | 钱敏平 龚光鲁 谢松茂 |
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| 作者单位： | QIAN MINPING(Department of Probability and Statistics，Beijing University，Beijing 100871，China) GONG GUANGLU(Department of Applied Mathematics，Tsinghua University，Beijing 100084，China) XIE SONGMAO(TCL Communication Equip. Co. Ltd，Huizhou 100871，Chi |
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| 摘 要： | ＯＮＴＨＥＳＴＡＴＩＳＴＩＣＡＬＭＥＣＨＡＮＩＣＳＯＦＰＲＯＢＡＢＩＬＩＳＴＩＣ ＭＯＤＥＬＳＯＦＮＥＵＲＡＬＮＥＴＷＯＲＫＳＱＩＡＮＭＩＮＰＩＮＧ（钱敏平）（ＤｅｐａｒｔｍｅｎｔｏｆＰｒｏｂａｂｉｌｉｔｙａｎｄＳｔａｔｉｓｔｉｃｓ，ＢｅｉｊｉｎｇＵ...
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| 收稿时间： | 15 May 1992 |
On the statistical mechanics of probabilistic models of neural networks |
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| Minping Qian,Guanglu Gong,Songmao Xie.ON THE STATISTICAL MECHANICS OF PROBABILISTIC MODELS OF NEURAL NETWORKS[J].Acta Mathematicae Applicatae Sinica,1995,11(3):292-299. |
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| Authors: | Minping Qian Guanglu Gong Songmao Xie |
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| Institution: | (1) Department of Probability and Statistics, Beijing University, 100871 Beijing, China;(2) Department of Applied Mathematics, Tsinghua University, 100084 Beijing, China;(3) TCL Communication Equip. Co. Ltd, 100871 Huizhou, China |
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| Abstract: | Little's model for network with countable neurals is exploited. It is shown that the thermodynamic equillibrium happens if and only if interactions are pairwise (without higher order interactions) and symmetric. |
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| Keywords: | Little's model configuration parirwise interaction |
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