Improving pattern reconstruction in neural networks by activity dynamics

被引:4
作者
Wong, KYM
机构
来源
EUROPHYSICS LETTERS | 1996年 / 36卷 / 08期
关键词
D O I
10.1209/epl/i1996-00279-7
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
I study the averaged dynamical behaviour of neural networks over an extended monitoring period, and consider pattern reconstruction procedures by activity clipping, selectively freezing, or sequentially freezing the dynamic nodes. They enable the retrieval precision to be improved, the basin of attraction to be widened, or the storage capacity to be increased, even when the information is not efficiently embedded in the synaptic weights.
引用
收藏
页码:631 / 635
页数:5
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