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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Detalles Bibliográficos
Autores principales: Matthews, Brett A., Clements, Mark A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4009224/
https://www.ncbi.nlm.nih.gov/pubmed/24829568
http://dx.doi.org/10.1155/2014/643059

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