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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat (Int Stat Inst)
Main Authors: Holbrook, Andrew, Vandenberg-Rodes, Alexander, Fortin, Norbert, Shahbaba, Babak
Format: Artigo
Jezik:Inglês
Izdano: 2017
Teme:
Online dostop: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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