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Stochastic Model of the Place Cell Discharge

机译:位置细胞放电的随机模型

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The firing activity of place cells of the hippocampus reflects movements of an animal in its experimental area. This well known fact was recently reinvestigated (Fenton and Muller, 1998) and it was found that while the activity was highly reliable in space, it did not retain the same reliability in time. The number of spikes dischared during different passes through the firing field were characteristically very differeent. We present a mathematical model based on a double stochastic Poisson process, which is able to reproduce the experimental findings. The model permits speculations about the neural mechanisms leading to overdispersion in the activity of the hippocampal place cells.
机译:海马地方细胞的发射活性反映了动物在其实验区域的运动。最近对这个众所周知的事实进行了重新调查(Fenton和Muller,1998年),结果发现,尽管该活动在太空中是高度可靠的,但并没有在时间上保持相同的可靠性。典型地,在通过燃烧场的不同通过期间排出的尖峰的数量特征上非常不同。我们提出了一种基于双重随机Poisson过程的数学模型,该模型能够重现实验结果。该模型允许对导致海马放置细胞活性过度分散的神经机制的推测。

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