Hebb-Type Dynamics is Sufficient to Account for the Inverse Magnification Rule in Cortical Somatotopy

被引:36
作者
Grajski, Kamil A. [1 ]
Merzenich, Michael M. [1 ]
机构
[1] Univ Calif San Francisco, Coleman Mem Labs, San Francisco, CA 94143 USA
关键词
D O I
10.1162/neco.1990.2.1.71
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The inverse magnification rule in cortical somatotopy is the experimentally derived inverse relationship between cortical magnification (area of somatotopic map representing a unit area of skin surface) and receptive field size (area of restricted skin surface driving a cortical neuron). We show by computer simulation of a simple, multilayer model that Hebb-type synaptic modification subject to competitive constraints is sufficient to account for the inverse magnification rule.
引用
收藏
页码:71 / 84
页数:14
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