Neuronal spatiotemporal pattern discrimination: the dynamical evolution of seizures.

@article{Schiff2005NeuronalSP,
  title={Neuronal spatiotemporal pattern discrimination: the dynamical evolution of seizures.},
  author={Steven J. Schiff and Tim Sauer and Rohit Kumar and Steven L. Weinstein},
  journal={NeuroImage},
  year={2005},
  volume={28 4},
  pages={1043-55}
}
We developed a modern numerical approach to the multivariate linear discrimination of Fisher from 1936 based upon singular value decomposition that is sufficiently stable to permit widespread application to spatiotemporal neuronal patterns. We demonstrate this approach on an old problem in neuroscience--whether seizures have distinct dynamical states as they evolve with time. A practical result was the first demonstration that human seizures have distinct initiation and termination dynamics, an… CONTINUE READING

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