A simple model exhibiting scalar timing

被引:0
|
作者
Shapiro, JL [1 ]
Wearden, J [1 ]
Barone, R [1 ]
机构
[1] Univ Manchester, Dept Comp Sci, Manchester M13 9PL, Lancs, England
来源
CONNECTIONIST MODELS OF LEARNING, DEVELOPMENT AND EVOLUTION | 2000年
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D O I
暂无
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Animal data on delayed-reward conditioning experiments shows a striking property - the data for different time intervals collapses into a single curve when the data is scaled by the time interval. This is called the scalar property of interval timing. Were a simple model of a neural clock is presented and shown to give rise to the scalar property. The model is an accumulator consisting of noisy, linear spiking neurons. It is analytically tractable and contains only three parameters. When coupled with simple reinforcement learning it simulates peak procedure experiments and temporal bisection.
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收藏
页码:43 / 52
页数:10
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