Classification of non-stationary neural signals

  title={Classification of non-stationary neural signals},
  author={R. K. Snider and A. B. Bonds},
  journal={Journal of Neuroscience Methods},
Although a number of methods have been proposed for classification of individual action potentials embedded in multi-unit activity, they have been challenged by non-stationarity. The waveform shapes of action potentials can change rapidly over time as a result of shifts in membrane conductances during extended burst firing sequences and more slowly over time due to electrode drift. These changes are typically non-Gaussian. We present an algorithm for waveform identification that makes no… CONTINUE READING
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