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Spike detection in extracellular recordings is a difficult problem, especially when there are several noise sources. In this paper, three new approaches based on fractal dimension (FD), smoothed nonlinear energy operator (SNEO) and standard deviation to detect the spikes for noisy neuronal data are proposed. These methods however do not perform well in some cases, especially when the noise level is...
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