Second Order Dimensionality Reduction Using Minimum and Maximum Mutual Information Models

Conventional methods used to characterize multidimensional neural feature selectivity, such as spike-triggered covariance (STC) or maximally informative dimensions (MID), are limited to Gaussian stimuli or are only able to identify a small number of features due to the curse of dimensionality. To ov...

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Bibliographic Details
Main Authors: Fitzgerald, Jeffrey D., Rowekamp, Ryan J., Sincich, Lawrence C., Sharpee, Tatyana O.
Format: Artigo
Language:Inglês
Published: Public Library of Science 2011
Subjects:
Research Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3203063/
https://ncbi.nlm.nih.gov/pubmed/22046122
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1002249
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