Statistical Procedures for Spatiotemporal Neuronal Data with Applications to Optical Recording of the Auditory Cortex

@article{Franois2000StatisticalPF,
  title={Statistical Procedures for Spatiotemporal Neuronal Data with Applications to Optical Recording of the Auditory Cortex},
  author={Olivier François and L. M. Ould Mohamed Abdallahi and J. Horikawa and I. Taniguchi and Thierry Herv{\'e}},
  journal={Neural Computation},
  year={2000},
  volume={12},
  pages={1821-1838}
}
This article presents new procedures for multisite spatiotemporal neuronal data analysis. A new statistical modelthe diffusion modelis considered, whose parameters can be estimated from experimental data thanks to mean-field approximations. This work has been applied to optical recording of the guinea pig's auditory cortex (layers IIIII). The rates of innovation and internal diffusion inside the stimulated area have been estimated. The results suggest that the activity of the layer balances… CONTINUE READING

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