A Marked Point Process Framework for Extracellular Electrical Potentials

@article{Loza2017AMP,
  title={A Marked Point Process Framework for Extracellular Electrical Potentials},
  author={Carlos A. Loza and Michael S. Okun and Jos{\'e} Carlos Pr{\'i}ncipe},
  journal={Frontiers in Systems Neuroscience},
  year={2017},
  volume={11}
}
  • Carlos A. Loza, Michael S. Okun, José Carlos Príncipe
  • Published 2017
  • Psychology, Medicine
  • Frontiers in Systems Neuroscience
  • Neuromodulations are an important component of extracellular electrical potentials (EEP), such as the Electroencephalogram (EEG), Electrocorticogram (ECoG) and Local Field Potentials (LFP). This spatially temporal organized multi-frequency transient (phasic) activity reflects the multiscale spatiotemporal synchronization of neuronal populations in response to external stimuli or internal physiological processes. We propose a novel generative statistical model of a single EEP channel, where the… CONTINUE READING

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