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A Bayesian supervised dual-dimensionality reduction model for simultaneous decoding of LFP and spike train signals

Neuroscientists are increasingly collecting multimodal data during experiments and observational studies. Different data modalities—such as EEG, fMRI, LFP, and spike trains—offer different views of the complex systems contributing to neural phenomena. Here, we focus on joint modeling of LFP and spik...

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Bibliographische Detailangaben
Veröffentlicht in:Stat (Int Stat Inst)
Hauptverfasser: Holbrook, Andrew, Vandenberg-Rodes, Alexander, Fortin, Norbert, Shahbaba, Babak
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5433266/
https://ncbi.nlm.nih.gov/pubmed/28529731
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sta4.137
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