Evolution of Overlap in Hopfield Network with Continuous Transfer Function
JI Daoyun, ZHOU Changqi, CHEN Tianlun
Department of Physics, Nankai University, Tianjin 300071
Evolution of Overlap in Hopfield Network with Continuous Transfer Function
JI Daoyun;ZHOU Changqi;CHEN Tianlun
Department of Physics, Nankai University, Tianjin 300071
关键词 ：
87.10.+e ,
64.60.-c ,
02.50.-r
Abstract ： The evolution of overlap which is easily obtained in Hopfield neural network with continuous hyperbolic tangent thresholding function is equivalent to that in corresponding two-state neural network with finite temperature. The attractors of two simple cases, the Hopfield model with independent random patterns and pair correlated patterns, are analyzed.
Key words ：
87.10.+e
64.60.-c
02.50.-r
出版日期: 1994-06-01
引用本文:
JI Daoyun;ZHOU Changqi;CHEN Tianlun. Evolution of Overlap in Hopfield Network with Continuous Transfer Function[J]. 中国物理快报, 1994, 11(6): 393-396.
链接本文:
https://cpl.iphy.ac.cn/CN/
或
https://cpl.iphy.ac.cn/CN/Y1994/V11/I6/393
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