A spin-glass-like Lyapunov function for a neurotrophic model of neuronal development

被引：0
|
作者：
Terry Elliott
机构：
[1] Department of Electronics and Computer Science,
[2] University of Southampton,undefined
[3] Highfield,undefined
[4] Southampton SO17 1BJ,undefined
[5] United Kingdom,undefined
来源：
Biological Cybernetics | 2002年 / 86卷
关键词：
Synaptic Plasticity; Lyapunov Function; Spin Glass; Neuronal Development; Glass Structure;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
 We derive a spin-glass-like energy or Lyapunov function for our previously studied neurotrophic model of anatomical synaptic plasticity and neuronal development. This function is then used in Monte-Carlo simulations of the model applied to the development of ocular dominance columns. We discuss the relationship between our model and other models, and speculate on the implications of underlying spin glass structures in many models of neuronal development, learning and plasticity.
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页码：473 / 481
页数：8
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