Dependency representing Markov properties of nonstationary spike trains recorded from the cat's optic tract fibers

@article{Nakahama1979DependencyRM,
  title={Dependency representing Markov properties of nonstationary spike trains recorded from the cat's optic tract fibers},
  author={Hiroshi Nakahama and Kojiro Aya and Mitsuaki Yamamoto and Hisashi Fujii and Kazunari Shima},
  journal={Biological Cybernetics},
  year={1979},
  volume={35},
  pages={43-54}
}
The order and the values of Markov properties of nonstationary stochastic processes are inferred by the use of them-th order Markov value and simplified dependency , respectively: and HereK=0.5log2 e, and $$\left| {\hat R_m } \right|$$ is the correlation coefficient determinant obtained from the ensemble averages of sample records. When an observed value is greater than or equal to the critical value, , the null hypothesis of the (m-1)th order, , is rejected at the level of significance α. Here… CONTINUE READING

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