Tensor

Matlab codes for (1) penalized Coupled Matrix Tensor Factorization, (2) Granger Causality with t-product and (3) Granger Causality with PARAFAC decomposition are presented.

To download the codes please follow the link:

Download

Documentation about the software is available from the link:

Documentation

List of the papers based on the software:

  • Esin Karahan, Pedro A. Rojas-Lopez, Maria L. Bringas-Vega, Pedro A. Valdes-Hernandez, Pedro A. Valdes-Sosa, “Tensor Analysis and Fusion of Multimodal Brain Images”,  arXiv:1506.06040,  2015.
  • Esin Karahan, Pedro A. Rojas-Lopez, Maria L. Bringas-Vega, Pedro A. Valdes-Hernandez, Pedro A. Valdes-Sosa, “Tensor Analysis and Fusion of Multimodal Brain Images”, under review in Proc. of IEEE, 2015

For questions and comments about the software, please contact us at:

esin.karahan@gmail.com