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Spike Sorting by Joint Probabilistic Modeling of Neural Spike Trains and Waveforms

This paper details a novel probabilistic method for automatic neural spike sorting which uses stochastic point process models of neural spike trains and parameterized action potential waveforms. A novel likelihood model for observed firing times as the aggregation of hidden neural spike trains is de...

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Bibliografiske detaljer
Main Authors: Matthews, Brett A., Clements, Mark A.
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4009224/
https://ncbi.nlm.nih.gov/pubmed/24829568
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/643059
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