Variational Bayesian Canonical Correlation Analysis

Version 1.0.0.0 (8.35 MB) by Makoto Takemiya
This package provides a Matlab (object-oriented) implementation of Bayesian CCA.
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Updated 12 Mar 2013

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Parameter estimation and prediction of Bayesian CCA are demonstrated using visual image reconstruction data from Miyawaki et al. 2008.

Cite:
Fujiwara Y, Miyawaki Y and Kamitani Y. (2013). Modular encoding and decoding models derived from Bayesian Canonical Correlation Analysis. Neural Computation, in press.

Cite As

Makoto Takemiya (2026). Variational Bayesian Canonical Correlation Analysis (https://www.mathworks.com/matlabcentral/fileexchange/40752-variational-bayesian-canonical-correlation-analysis), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2011b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.0.0