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The spiking activity of rat CA1 hippocampal place cells during open field foraging can be described with stimulus-response models based on an inhomogeneous Poisson (IP) interspike interval probability model. The spatial structure of this model has been previously represented as a simple Gaussian surface. We analyze four new spatial models, two extensions of the Gaussian surface, a surface based on...
We analyze the stochastic structure of CA1 hippocampal place cell spiking activity with stimulus-response models based on inhomogeneous Poisson (IP), inhomogeneous gamma (IG) and inhomogeneous inverse Gaussian (IIG) interspike interval probability densities that have Markov dependence. We present a technique based on quantile-quantile (Q-Q) plots derived from the intensity-rescaling transformation,...
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