Statistical modelling of spike libraries for simulation of extracellular recordings in the cerebellum

@article{Thorbergsson2010StatisticalMO,
  title={Statistical modelling of spike libraries for simulation of extracellular recordings in the cerebellum},
  author={P. T. Thorbergsson and Martin Garwicz and Jens Schouenborg and A. J. Johansson},
  journal={2010 Annual International Conference of the IEEE Engineering in Medicine and Biology},
  year={2010},
  pages={4250-4253}
}
Brain machine interfaces with chronically implanted microelectrode arrays for signal acquisition require algorithms for successful detection and classification of neural spikes. During the design of such algorithms, signals with a priori known characteristics need to be present. A common way to establish such signals is to model the recording environment, simulate the recordings and store ground truth about spiking activity for later comparison. In this paper, we present a statistical method to… CONTINUE READING
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